计算机视觉和模式识别的code

落日映苍穹つ 2022-08-06 10:05 1100阅读 0赞

UIUC的[Jia-Bin Huang][]同学收集了很多计算机视觉方面的代码，链接如下：

[https://netfiles.uiuc.edu/jbhuang1/www/resources/vision/index.html][https_netfiles.uiuc.edu_jbhuang1_www_resources_vision_index.html]

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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">libmv</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://code.google.com/p/libmv/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://code.google.com/p/libmv/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">LLE</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.nyu.edu/~roweis/lle/code.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.nyu.edu/~roweis/lle/code.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Clustering - UCSD Project</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~sagarwal/spectral-0.2.tgz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~sagarwal/spectral-0.2.tgz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K-Means&nbsp;323个Item- Oxford Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ucf.edu/~vision/Code/vggkmeans.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ucf.edu/~vision/Code/vggkmeans.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-blind deblurring (and blind denoising) with integrated noise estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">U. Schmidt, K. Schelten, and S. Roth. Bayesian deblurring with integrated noise estimation, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.gris.tu-darmstadt.de/research/visinf/software/index.en.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.gris.tu-darmstadt.de/research/visinf/software/index.en.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from Motion toolbox for Matlab by Vincent Rabaud</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://code.google.com/p/vincents-structure-from-motion-matlab-toolbox/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://code.google.com/p/vincents-structure-from-motion-matlab-toolbox/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple View Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab Functions for Multiple View Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/hzbook/code/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/hzbook/code/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-Margin Hough Transform</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Maji and J. Malik, Object Detection Using a Max-Margin Hough Transform. CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~smaji/projects/max-margin-hough/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~smaji/projects/max-margin-hough/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SLIC Superpixels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Susstrunk, SLIC Superpixels, EPFL Technical Report, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ivrg.epfl.ch/supplementary_material/RK_SLICSuperpixels/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ivrg.epfl.ch/supplementary_material/RK_SLICSuperpixels/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tracking using Pixel-Wise Posteriors</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Bibby and I. Reid, Tracking using Pixel-Wise Posteriors, ECCV 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~cbibby/research_pwp.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~cbibby/research_pwp.shtml</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking with Histograms and Articulating Blocks</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. M. Shshed Nejhum, J. Ho, and M.-H.Yang, Visual Tracking with Histograms and Articulating Blocks, CVPR 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cise.ufl.edu/~smshahed/tracking.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cise.ufl.edu/~smshahed/tracking.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Robust Sparse Coding for Face Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Yang, L. Zhang, J. Yang and D. Zhang, “Robust Sparse Coding for Face Recognition,” CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/RSC.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/RSC.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Groups of Adjacent Contour Segments</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">V. Ferrari, L. Fevrier, F. Jurie, and C. Schmid, Groups of Adjacent Contour Segments for Object Detection, PAMI, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/share/ferrari/release-kas-v102.tgz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/share/ferrari/release-kas-v102.tgz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Density Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernel Density Estimation Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~ihler/code/kde.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~ihler/code/kde.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ground shadow detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J.-F. Lalonde, A. A. Efros, S. G. Narasimhan, Detecting Ground Shadowsin Outdoor Consumer Photographs, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.jflalonde.org/software.html#shadowDetection" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.jflalonde.org/software.html#shadowDetection</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising,Image Super-resolution, andImage Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning Models of Natural Image Patches</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Zoran and Y. Weiss, From Learning Models of Natural Image Patches to Whole Image Restoration, ICCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~daniez/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~daniez/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Estimating Natural Illumination from a Single Outdoor Image</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J-F. Lalonde, A. A. Efros, S. G. Narasimhan, Estimating Natural Illumination from a Single Outdoor Image , ICCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~jlalonde/software.html#skyModel" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~jlalonde/software.html#skyModel</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Lucas-Kanade affine template tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Baker and I. Matthews, Lucas-Kanade 20 Years On: A Unifying Framework, IJCV 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/24677-lucas-kanade-affine-template-tracking" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/24677-lucas-kanade-affine-template-tracking</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency-based video segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Fukuchi, K. Miyazato, A. Kimura, S. Takagi and J. Yamato, Saliency-based video segmentation with graph cuts and sequentially updated priors, ICME 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.brl.ntt.co.jp/people/akisato/saliency3.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.brl.ntt.co.jp/people/akisato/saliency3.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Laplacian Eigenmaps</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.ohio-state.edu/~mbelkin/algorithms/Laplacian.tar" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.ohio-state.edu/~mbelkin/algorithms/Laplacian.tar</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">What Does the Sky Tell Us About the Camera?</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J-F. Lalonde, S. G. Narasimhan, A. A. Efros, What Does the Sky Tell Us About the Camera?, ECCV 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~jlalonde/software.html#skyModel" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~jlalonde/software.html#skyModel</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SVM for Edge-Preserving Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, S. Wang, and N. Ahuja, SVM for Edge-Preserving Filtering, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/~qyang6/publications/code/cvpr-10-svmbf/program_video_conferencing.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/~qyang6/publications/code/cvpr-10-svmbf/program_video_conferencing.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Recovering Occlusion Boundaries from a Single Image</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Hoiem, A. Stein, A. A. Efros, M. Hebert, Recovering Occlusion Boundaries from a Single Image, ICCV 2007.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~dhoiem/software/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~dhoiem/software/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking Decomposition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J Kwon and K. M. Lee, Visual Tracking Decomposition, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cv.snu.ac.kr/research/~vtd/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cv.snu.ac.kr/research/~vtd/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">GPU Implementation of Kanade-Lucas-Tomasi Feature Tracker</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. N Sinha, J.-M. Frahm, M. Pollefeys and Y. Genc, Feature Tracking and Matching in Video Using Programmable Graphics Hardware, MVA, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cs.unc.edu/~ssinha/Research/GPU_KLT/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cs.unc.edu/~ssinha/Research/GPU_KLT/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Recognition using regions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Gu, J. J. Lim, P. Arbelaez, and J. Malik, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~chunhui/publications/cvpr09_v2.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~chunhui/publications/cvpr09_v2.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Using Natural statistics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Zhang, M. Tong, T. Marks, H. Shan, and G. Cottrell. Sun: A bayesian framework for saliency using natural statistics. Journal of Vision, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cseweb.ucsd.edu/~l6zhang/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cseweb.ucsd.edu/~l6zhang/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Local Laplacian Filters</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Paris, S. Hasinoff, J. Kautz, Local Laplacian Filters: Edge-Aware Image Processing with a Laplacian Pyramid, SIGGRAPH 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/sparis/publi/2011/siggraph/matlab_source_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/sparis/publi/2011/siggraph/matlab_source_code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Common Visual Pattern Discovery</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sketching the Common</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Bagon, O. Brostovsky, M. Galun and M. Irani, Detecting and Sketching the Common, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/SketchCommonCVPR10_v1.1.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/SketchCommonCVPR10_v1.1.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">BLS-GSM</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://decsai.ugr.es/~javier/denoise/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://decsai.ugr.es/~javier/denoise/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Epipolar Geometry Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">G.L. Mariottini, D. Prattichizzo, EGT: a Toolbox for Multiple View Geometry and Visual Servoing, IEEE Robotics &amp; Automation Magazine, 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://egt.dii.unisi.it/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://egt.dii.unisi.it/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Depth Sensor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kinect SDK</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://www.microsoft.com/en-us/kinectforwindows/</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.microsoft.com/en-us/kinectforwindows/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.microsoft.com/en-us/kinectforwindows/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Self-Similarities for Single Frame Super-Resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C.-Y. Yang, J.-B. Huang, and M.-H. Yang, Exploiting Self-Similarities for Single Frame Super-Resolution, ACCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://eng.ucmerced.edu/people/cyang35/ACCV10.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://eng.ucmerced.edu/people/cyang35/ACCV10.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Gaussian Field of Experts</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~yweiss/BRFOE.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~yweiss/BRFOE.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Poselet</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Bourdev, J. Malik, Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations, ICCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/~lbourdev/poselets/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/~lbourdev/poselets/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Earth Mover's Distance with L1 Ground Distance (EMD_L1)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Ling and K. Okada, An Efficient Earth Mover's Distance Algorithm for Robust Histogram Comparison, PAMI 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dabi.temple.edu/~hbling/code/EmdL1_v3.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dabi.temple.edu/~hbling/code/EmdL1_v3.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Hashing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Weiss, A. Torralba, R. Fergus, Spectral Hashing, NIPS 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~yweiss/SpectralHashing/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~yweiss/SpectralHashing/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Field of Experts</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~roth/research/software.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~roth/research/software.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiscale Segmentation Tree</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Akbas and N. Ahuja, “From ramp discontinuities to segmentation tree,” ACCV 2009&nbsp;andN. Ahuja, “A Transform for Multiscale Image Segmentation by Integrated Edge and Region Detection,” PAMI 1996</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/segmentation" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/segmentation</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MILIS</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Z. Fu, A. Robles-Kelly, and J. Zhou, MILIS: Multiple instance learning with instance selection, PAMI 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FLANN: Fast Library for Approximate Nearest Neighbors</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ubc.ca/~mariusm/index.php/FLANN/FLANN" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ubc.ca/~mariusm/index.php/FLANN/FLANN</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Maximally stable extremal regions (MSER) - VLFeat</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Matas, O. Chum, M. Urba, and T. Pajdla. Robust wide baseline stereo from maximally stable extremal regions. BMVC, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levin, A. Rav-Acha, D. Lischinski. Spectral Matting. PAMI 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.huji.ac.il/SpectralMatting/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.huji.ac.il/SpectralMatting/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Patch-based Multi-view Stereo Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Furukawa and J. Ponce, Accurate, Dense, and Robust Multi-View Stereopsis, PAMI 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://grail.cs.washington.edu/software/pmvs/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://grail.cs.washington.edu/software/pmvs/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Self-Tuning Spectral Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.caltech.edu/lihi/Demos/SelfTuningClustering.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.caltech.edu/lihi/Demos/SelfTuningClustering.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction&nbsp;andObject Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Histogram of Oriented Graidents - OLT for windows</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Dalal and B. Triggs. Histograms of Oriented Gradients for Human Detection. CVPR 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.computing.edu.au/~12482661/hog.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.computing.edu.au/~12482661/hog.html</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonparametric Scene Parsing via Label Transfer</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Liu, J. Yuen, and Antonio Torralba, Nonparametric Scene Parsing via Label Transfer, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/celiu/LabelTransfer/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/celiu/LabelTransfer/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">DOGMA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">F. Orabona, L. Jie, and B. Caputo. Online-batch strongly convex multi kernel learning. CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://dogma.sourceforge.net/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://dogma.sourceforge.net/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab Toolkit for Distance Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~liuy/distlearn.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~liuy/distlearn.htm</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Black and Anandan's Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~dqsun/code/ba.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~dqsun/code/ba.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Text Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Text recognition in the wild</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Wang, B. Babenko, and S. Belongie, End-to-end Scene Text Recognition, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~kai/grocr/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~kai/grocr/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Minimization Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Szeliski et al., A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors, PAMI, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/MRF/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/MRF/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Context-aware saliency detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Goferman, L. Zelnik-Manor, and A. Tal. Context-aware saliency detection. In CVPR, 2010.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://webee.technion.ac.il/labs/cgm/Computer-Graphics-Multimedia/Software/Saliency/Saliency.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://webee.technion.ac.il/labs/cgm/Computer-Graphics-Multimedia/Software/Saliency/Saliency.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning to Predict Where Humans Look</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Judd and K. Ehinger and F. Durand and A. Torralba, Learning to Predict Where Humans Look, ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/tjudd/WherePeopleLook/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/tjudd/WherePeopleLook/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stereo Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Scharstein and R. Szeliski. A taxonomy and evaluation of dense two-frame stereo correspondence algorithms, IJCV 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/stereo/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/stereo/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Quick-Shift</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Vedaldi and S. Soatto, Quick Shift and Kernel Methodsfor Mode Seeking, ECCV, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/overview/quickshift.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/overview/quickshift.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graph-based visual saliency</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Harel, C. Koch, and P. Perona. Graph-based visual saliency. NIPS, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.klab.caltech.edu/~harel/share/gbvs.php" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.klab.caltech.edu/~harel/share/gbvs.php</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K-Means - VLFeat</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A simple object detector with boosting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ICCV 2005 short courses on Recognizing and Learning Object Categories</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/torralba/shortCourseRLOC/boosting/boosting.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/torralba/shortCourseRLOC/boosting/boosting.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structural SIMilarity</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://ece.uwaterloo.ca/~z70wang/research/ssim/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://ece.uwaterloo.ca/~z70wang/research/ssim/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FIT3D</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.fit3d.info/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.fit3d.info/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">BM3D</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.tut.fi/~foi/GCF-BM3D/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.tut.fi/~foi/GCF-BM3D/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Discriminant Saliency for Visual Recognition from Cluttered Scenes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Gao and N. Vasconcelos, Discriminant Saliency for Visual Recognition from Cluttered Scenes, NIPS, 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.svcl.ucsd.edu/projects/saliency/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.svcl.ucsd.edu/projects/saliency/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonlocal means with cluster trees</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Brox, O. Kleinschmidt, D. Cremers, Efficient nonlocal means for denoising of textural patterns, TIP 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/nlmeans_brox_tip08Linux64.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/nlmeans_brox_tip08Linux64.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Global Contrast based Salient Region Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M.-M. Cheng, G.-X. Zhang, N. J. Mitra, X. Huang, S.-M. Hu. Global Contrast based Salient Region Detection. CVPR, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cg.cs.tsinghua.edu.cn/people/~cmm/saliency/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cg.cs.tsinghua.edu.cn/people/~cmm/saliency/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Motion Tracking in Image Sequences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Stauffer and W. E. L. Grimson. Learning patterns of activity using real-time tracking, PAMI, 2000</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~flw/tracker/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~flw/tracker/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Itti, Koch, and Niebur' saliency detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Itti, C. Koch, and E. Niebur. A model of saliency-based visual attention for rapid scene analysis. PAMI, 1998</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.saliencytoolbox.net/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.saliencytoolbox.net/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection,Feature Extraction, andAction Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Space-Time Interest Points (STIP)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">I. Laptev, On Space-Time Interest Points, IJCV, 2005&nbsp;and&nbsp;I. Laptev and T. Lindeberg, On Space-Time Interest Points, IJCV 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.irisa.fr/vista/Equipe/People/Laptev/download/stip-1.1-winlinux.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.irisa.fr/vista/Equipe/People/Laptev/download/stip-1.1-winlinux.zip</a>and<a href="http://www.nada.kth.se/cvap/abstracts/cvap284.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.nada.kth.se/cvap/abstracts/cvap284.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Texture Synthesis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quilting for Texture Synthesis and Transfer</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. A. Efros and W. T. Freeman, Image Quilting for Texture Synthesis and Transfer, SIGGRAPH 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~efros/quilt_research_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~efros/quilt_research_code.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-local Means</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://dmi.uib.es/~abuades/codis/NLmeansfilter.m" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://dmi.uib.es/~abuades/codis/NLmeansfilter.m</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Modeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">TILT: Transform Invariant Low-rank Textures</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Z. Zhang, A. Ganesh, X. Liang, and Y. Ma, TILT: Transform Invariant Low-rank Textures, IJCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/matrix-rank/tilt.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/matrix-rank/tilt.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Objectness measure</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Alexe, T. Deselaers, V. Ferrari, What is an Object?, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/objectness/objectness-release-v1.01.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/objectness/objectness-release-v1.01.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Real-time O(1) Bilateral Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, K.-H. Tan and N. Ahuja, Real-time O(1) Bilateral Filtering, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/~qyang6/publications/code/qx_constant_time_bilateral_filter_ss.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/~qyang6/publications/code/qx_constant_time_bilateral_filter_ss.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SPIQA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/~bghanem2/shared_code/SPIQA_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/~bghanem2/shared_code/SPIQA_code.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Biologically motivated object recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Serre, L. Wolf and T. Poggio. Object recognition with features inspired by visual cortex, CVPR 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cbcl.mit.edu/software-datasets/standardmodel/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cbcl.mit.edu/software-datasets/standardmodel/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shadow Detection using Paired Region</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Guo, Q. Dai and D. Hoiem, Single-Image Shadow Detection and Removal using Paired Regions, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.illinois.edu/homes/guo29/projects/shadow.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.illinois.edu/homes/guo29/projects/shadow.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Real-time Specular Highlight Removal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, S. Wang and N. Ahuja, Real-time Specular Highlight Removal Using Bilateral Filtering, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cityu.edu.hk/~qiyang/publications/code/eccv-10.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cityu.edu.hk/~qiyang/publications/code/eccv-10.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-flow/min-cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Boykov and V. Kolmogorov, An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision, PAMI 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/maxflow-v3.01.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/maxflow-v3.01.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Baker et al. A Database and Evaluation Methodology for Optical Flow, IJCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/flow/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/flow/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF for image super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">W. T Freeman and C. Liu. Markov Random Fields for Super-resolution and Texture Synthesis. In A. Blake, P. Kohli, and C. Rother, eds., Advances in Markov Random Fields for Vision and Image Processing, Chapter 10. MIT Press, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/billf/project%20pages/sresCode/Markov%20Random%20Fields%20for%20Super-Resolution.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/billf/project%20pages/sresCode/Markov%20Random%20Fields%20for%20Super-Resolution.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Planar Graph Cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">F. R. Schmidt, E. Toppe and D. Cremers, Efﬁcient Planar Graph Cuts with Applications in Computer Vision, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/PlanarCut-v1.0.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/PlanarCut-v1.0.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Combination</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Gehler and S. Nowozin, On Feature Combination for Multiclass Object Detection, ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~pgehler/projects/iccv09/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~pgehler/projects/iccv09/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">VisualSFM : A Visual Structure from Motion System</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.washington.edu/homes/ccwu/vsfm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.washington.edu/homes/ccwu/vsfm/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ANN: Approximate Nearest Neighbor Searching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.umd.edu/~mount/ANN/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.umd.edu/~mount/ANN/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning Hierarchical Image Representation with Sparsity, Saliency and Locality</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Yang and M.-H. Yang, Learning Hierarchical Image Representation with Sparsity, Saliency and Locality, BMVC 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow by Deqing Sun</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Sun, S. Roth, M. J. Black, Secrets of Optical Flow Estimation and Their Principles, CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~dqsun/code/flow_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~dqsun/code/flow_code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Discriminative Models for Multi-Class Object Layout</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Desai, D. Ramanan, C. Fowlkes. "Discriminative Models for Multi-Class Object Layout, IJCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~desaic/multiobject_context.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~desaic/multiobject_context.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graph Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Hyper-graph Matching via Reweighted Random Walks</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Lee, M. Cho, K. M. Lee. "Hyper-graph Matching via Reweighted Random Walks", CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cv.snu.ac.kr/research/~RRWHM/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cv.snu.ac.kr/research/~RRWHM/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Hough Forests for Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Gall and V. Lempitsky, Class-Speciﬁc Hough Forests for Object Detection, CVPR, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~gallju/projects/houghforest/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~gallju/projects/houghforest/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Discovery</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Using Multiple Segmentations to Discover Objects and their Extent in Image Collections</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Russell, A. A. Efros, J. Sivic, W. T. Freeman, A. Zisserman, Using Multiple Segmentations to Discover Objects and their Extent in Image Collections, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/brussell/research/proj/mult_seg_discovery/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/brussell/research/proj/mult_seg_discovery/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Diffusion maps</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.stat.cmu.edu/~annlee/software.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.stat.cmu.edu/~annlee/software.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SHOGUN</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Sonnenburg, G. Rätsch, C. Schäfer, B. Schölkopf . Large scale multiple kernel learning. JMLR, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.shogun-toolbox.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.shogun-toolbox.org/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Transformation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Transforms of Sampled Functions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~pff/dt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~pff/dt/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image smoothing via L0 Gradient Minimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Xu, C. Lu, Y. Xu, J. Jia, Image smoothing via L0 Gradient Minimization, SIGGRAPH Asia 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.cuhk.edu.hk/~leojia/projects/L0smoothing/L0smoothing.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.cuhk.edu.hk/~leojia/projects/L0smoothing/L0smoothing.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">PCA-SIFT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Ke and R. Sukthankar, PCA-SIFT: A More Distinctive Representation for Local Image Descriptors,CVPR, 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~yke/pcasift/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~yke/pcasift/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Particle Filter Object Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://blogs.oregonstate.edu/hess/code/particles/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://blogs.oregonstate.edu/hess/code/particles/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">sRD-SIFT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Lourenco, J. P. Barreto and A. Malti, Feature Detection and Matching in Images with Radial Distortion, ICRA 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://arthronav.isr.uc.pt/~mlourenco/srdsift/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://arthronav.isr.uc.pt/~mlourenco/srdsift/index.html#</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MILES</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Chen, J. Bi and J. Z. Wang, MILES: Multiple-Instance Learning via Embedded Instance Selection. PAMI 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://infolab.stanford.edu/~wangz/project/imsearch/SVM/PAMI06/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://infolab.stanford.edu/~wangz/project/imsearch/SVM/PAMI06/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dense Trajectories Video Description</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Wang and A. Klaser and C. Schmid and C.- L. Liu, Action Recognition by Dense Trajectories, CVPR, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lear.inrialpes.fr/people/wang/dense_trajectories" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lear.inrialpes.fr/people/wang/dense_trajectories</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Graph-based Image Segmentation - C++ code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb and D. Huttenlocher. Efficient Graph-Based Image Segmentation, IJCV 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~pff/segment/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~pff/segment/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Parametric min-cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Carreira and C. Sminchisescu. Constrained Parametric Min-Cuts for Automatic Object Segmentation, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://sminchisescu.ins.uni-bonn.de/code/cpmc/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://sminchisescu.ins.uni-bonn.de/code/cpmc/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Common Visual Pattern Discovery</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Common Visual Pattern Discovery via Spatially Coherent Correspondences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Liu, S. Yan, "Common Visual Pattern Discovery via Spatially Coherent Correspondences", CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://sites.google.com/site/lhrbss/home/papers/SimplifiedCode.zip?attredirects=0" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://sites.google.com/site/lhrbss/home/papers/SimplifiedCode.zip?attredirects=0</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse coding simulation software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Olshausen BA, Field DJ, "Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images", Nature 1996</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://redwood.berkeley.edu/bruno/sparsenet/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://redwood.berkeley.edu/bruno/sparsenet/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-flow/min-cut for massive grids</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Delong and Y. Boykov, A Scalable Graph-Cut Algorithm for N-D Grids, CVPR 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/regionpushrelabel-v1.03.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/regionpushrelabel-v1.03.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Horn and Schunck's Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~dqsun/code/hs.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~dqsun/code/hs.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Elad, Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.technion.ac.il/~elad/Various/Matlab-Package-Book.rar" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.technion.ac.il/~elad/Various/Matlab-Package-Book.rar</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Towards Total Scene Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L.-J. Li, R. Socher and Li F.-F.. Towards Total Scene Understanding:Classification, Annotation and Segmentation in an Automatic Framework, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.stanford.edu/projects/totalscene/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.stanford.edu/projects/totalscene/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration Toolbox for Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://www.vision.caltech.edu/bouguetj/calib_doc/htmls/ref.html</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.caltech.edu/bouguetj/calib_doc/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.caltech.edu/bouguetj/calib_doc/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Turbepixels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levinshtein, A. Stere, K. N. Kutulakos, D. J. Fleet, S. J. Dickinson, and K. Siddiqi, TurboPixels: Fast Superpixels Using Geometric Flows, PAMI 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.toronto.edu/~babalex/research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.toronto.edu/~babalex/research.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Edge Foci Interest Points</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Zitnickand K. Ramnath, Edge Foci Interest Points, ICCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://research.microsoft.com/en-us/um/people/larryz/edgefoci/edge_foci.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://research.microsoft.com/en-us/um/people/larryz/edgefoci/edge_foci.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Local Self-Similarity Descriptor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Shechtman and M. Irani. Matching local self-similarities across images and videos, CVPR, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/SelfSimilarity/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/SelfSimilarity/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Subspace Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Generalized Principal Component Analysis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Vidal, Y. Ma and S. Sastry. Generalized Principal Component Analysis (GPCA), CVPR 2003</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.jhu.edu/downloads/main.php?dlID=c1" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.jhu.edu/downloads/main.php?dlID=c1</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">EasyCamCalib</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Barreto, J. Roquette, P. Sturm, and F. Fonseca, Automatic camera calibration applied to medical endoscopy, BMVC, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://arthronav.isr.uc.pt/easycamcalib/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://arthronav.isr.uc.pt/easycamcalib/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Superpixel by Gerg Mori</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">X. Ren and J. Malik. Learning a classification model for segmentation. ICCV, 2003</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.sfu.ca/~mori/research/superpixels/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.sfu.ca/~mori/research/superpixels/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Bank</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Li-Jia Li, Hao Su, Eric P. Xing and Li Fei-Fei. Object Bank: A High-Level Image Representation for Scene Classification and Semantic Feature Sparsification, NIPS 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.stanford.edu/projects/objectbank/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.stanford.edu/projects/objectbank/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectrum Scale Space based Visual Saliency</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J Li, M D. Levine, X An and H. He, Saliency Detection Based on Frequency and Spatial Domain Analyses, BMVC 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cim.mcgill.ca/~lijian/saliency.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cim.mcgill.ca/~lijian/saliency.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fisher Discrimination Dictionary Learning for Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Yang, L. Zhang, X. Feng and D. Zhang, Fisher Discrimination Dictionary Learning for Sparse Representation, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/FDDL.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/FDDL.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Cascade Object Detection with Deformable Part Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb, R. Girshick, D. McAllester. Cascade Object Detection with Deformable Part Models. CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~rbg/star-cascade/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~rbg/star-cascade/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse to Dense Labeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Ochs, T. Brox, Object Segmentation in Video: A Hierarchical Variational Approach for Turning Point Trajectories into Dense Regions, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/SparseToDenseLabeling.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/SparseToDenseLabeling.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dense Point Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Sundaram, T. Brox, K. Keutzer Dense point trajectories by GPU-accelerated large displacement optical flow, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tracking with Online Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Babenko, M.-H. Yang, S. Belongie, Visual Tracking with Online Multiple Instance Learning, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graph Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Reweighted Random Walks for Graph Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Cho, J. Lee, and K. M. Lee, Reweighted Random Walks for Graph Matching, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cv.snu.ac.kr/research/~RRWM/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cv.snu.ac.kr/research/~RRWM/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical Pattern Recognition Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M.I. Schlesinger, V. Hlavac: Ten lectures on the statistical and structural pattern recognition, Kluwer Academic Publishers, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cmp.felk.cvut.cz/cmp/software/stprtool/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cmp.felk.cvut.cz/cmp/software/stprtool/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sprarse coding super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Yang, J. Wright, T. S. Huang, and Y. Ma. Image super-resolution via sparse representation, TIP 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~jyang29/ScSR.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~jyang29/ScSR.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Discriminatively Trained Deformable Part Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb, R. Girshick, D. McAllester, D. Ramanan. Object Detection with Discriminatively Trained Part Based Models, PAMI, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~pff/latent/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~pff/latent/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MIForests</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Leistner, A. Saffari, and H. Bischof, MIForests: Multiple-Instance Learning with Randomized Trees, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ymer.org/amir/software/milforests/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ymer.org/amir/software/milforests/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Large Displacement Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Brox, J. Malik, Large displacement optical flow: descriptor matching in variational motion estimation, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple View Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MATLAB and Octave Functions for Computer Vision and Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. D. Kovesi. MATLAB and Octave Functions for Computer Vision and Image Processing, http://www.csse.uwa.edu.au/~pk/research/matlabfns</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csse.uwa.edu.au/~pk/Research/MatlabFns/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csse.uwa.edu.au/~pk/Research/MatlabFns/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Anisotropic Diffusion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Perona and J. Malik, Scale-space and edge detection using anisotropic diffusion, PAMI 1990</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/14995-anisotropic-diffusion-perona-malik" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/14995-anisotropic-diffusion-perona-malik</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geometric Blur</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. C. Berg, T. L. Berg, and J. Malik. Shape matching and object recognition using low distortion correspondences. CVPR, 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/MKL/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/MKL/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Modeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Matrix Recovery and Completion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/matrix-rank/sample_code.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/matrix-rank/sample_code.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A simple parts and structure object detector</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ICCV 2005 short courses on Recognizing and Learning Object Categories</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/fergus/iccv2005/partsstructure.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/fergus/iccv2005/partsstructure.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Diffusion-based distance</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Ling and K. Okada, Diffusion Distance for Histogram Comparison, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dabi.temple.edu/~hbling/code/DD_v1.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dabi.temple.edu/~hbling/code/DD_v1.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K-SVD</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.technion.ac.il/~ronrubin/Software/ksvdbox13.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.technion.ac.il/~ronrubin/Software/ksvdbox13.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SimpleMKL</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Rakotomamonjy, F. Bach, S. Canu, and Y. Grandvalet. Simplemkl. JMRL, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://asi.insa-rouen.fr/enseignants/~arakotom/code/mklindex.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://asi.insa-rouen.fr/enseignants/~arakotom/code/mklindex.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pyramids of Histograms of Oriented Gradients (PHOG)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Bosch, A. Zisserman, and X. Munoz, Representing shape with a spatial pyramid kernel, CIVR, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/caltech/phog/phog.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/caltech/phog/phog.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient sparse coding algorithms</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Lee, A. Battle, R. Rajat and A. Y. Ng, Efficient sparse coding algorithms, NIPS 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ai.stanford.edu/~hllee/softwares/nips06-sparsecoding.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ai.stanford.edu/~hllee/softwares/nips06-sparsecoding.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering Views for Multi-view Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Furukawa, B. Curless, S. M. Seitz, and R. Szeliski, Towards Internet-scale Multi-view Stereo, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://grail.cs.washington.edu/software/cmvs/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://grail.cs.washington.edu/software/cmvs/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Seitz et al. A Comparison and Evaluation of Multi-View Stereo Reconstruction Algorithms, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/mview/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/mview/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure and Motion Toolkit in Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cms.brookes.ac.uk/staff/PhilipTorr/Code/code_page_4.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cms.brookes.ac.uk/staff/PhilipTorr/Code/code_page_4.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Training Deformable Models for Localization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ramanan, D. "Learning to Parse Images of Articulated Bodies." NIPS 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~dramanan/papers/parse/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~dramanan/papers/parse/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Modeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">RASL: Robust Batch Alignment of Images by Sparse and Low-Rank Decomposition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Peng, A. Ganesh, J. Wright, W. Xu, and Y. Ma, RASL: Robust Batch Alignment of Images by Sparse and Low-Rank Decomposition, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/matrix-rank/rasl.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/matrix-rank/rasl.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ISOMAP</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://isomap.stanford.edu/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://isomap.stanford.edu/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning-based Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Zheng and C. Kambhamettu, Learning Based Digital Matting, ICCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/31412" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/31412</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Normalized Cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Shi and J Malik, Normalized Cuts and Image Segmentation, PAMI, 2000</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cis.upenn.edu/~jshi/software/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cis.upenn.edu/~jshi/software/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising&nbsp;andStereo Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Belief Propagation for Early Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. F. Felzenszwalb and D. P. Huttenlocher, Efficient Belief Propagation for Early Vision, IJCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~pff/bp/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~pff/bp/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A Linear Subspace Learning Approach via Sparse Coding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Zhang, P. Zhu, Q. Hu and D. Zhang, “A Linear Subspace Learning Approach via Sparse Coding,” ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/LSL_SC.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/LSL_SC.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Text Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Neocognitron for handwritten digit recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Fukushima: "Neocognitron for handwritten digit recognition", Neurocomputing, 2003</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://visiome.neuroinf.jp/modules/xoonips/detail.php?item_id=375" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://visiome.neuroinf.jp/modules/xoonips/detail.php?item_id=375</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Coding for Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Yang, K. Yu, Y. Gong, T. Huang, Linear Spatial Pyramid Matching using Sparse Coding for Image Classification, CVPR, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~jyang29/ScSPM.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~jyang29/ScSPM.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">LDAHash: Binary Descriptors for Matching in Large Image Databases</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Strecha, A. M. Bronstein, M. M. Bronstein and P. Fua. LDAHash: Improved matching with smaller descriptors, PAMI, 2011.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.epfl.ch/research/detect/ldahash/index.php" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.epfl.ch/research/detect/ldahash/index.php</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ClassCut for Unsupervised Class Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Alexe, T. Deselaers and V. Ferrari, ClassCut for Unsupervised Class Segmentation, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/classcut/ClassCut-release.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/classcut/ClassCut-release.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature SIMilarity Index</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/IQA/FSIM/FSIM.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/IQA/FSIM/FSIM.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Attention via Information Maximization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Bruce and J. Tsotsos. Saliency based on information maximization. In NIPS, 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.yorku.ca/~neil/AIM.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.yorku.ca/~neil/AIM.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">What makes a good model of natural images ?</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Weiss and W. T. Freeman, CVPR 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~yweiss/BRFOE.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~yweiss/BRFOE.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Mean-Shift Image Segmentation - Matlab Wrapper</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Comaniciu, P Meer. Mean Shift: A Robust Approach Toward Feature Space Analysis. PAMI 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/edison_matlab_interface.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/edison_matlab_interface.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geodesic Star Convexity for Interactive Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">V. Gulshan, C. Rother, A. Criminisi, A. Blake and A. Zisserman. Geodesic star convexity for interactive image segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/iseg/index.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/iseg/index.shtml</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Affine-SIFT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J.M. Morel and G.Yu, ASIFT, A new framework for fully affine invariant image comparison. SIAM Journal on Imaging Sciences, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ipol.im/pub/algo/my_affine_sift/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ipol.im/pub/algo/my_affine_sift/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-label optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Boykov, O. Verksler, and R. Zabih, Fast Approximate Energy Minimization via Graph Cuts, PAMI 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/gco-v3.0.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/gco-v3.0.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Scale-invariant feature transform (SIFT) - Demo Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ubc.ca/~lowe/keypoints/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ubc.ca/~lowe/keypoints/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">KLT: An Implementation of the Kanade-Lucas-Tomasi Feature Tracker</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. D. Lucas and T. Kanade. An Iterative Image Registration Technique with an Application to Stereo Vision. IJCAI, 1981</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ces.clemson.edu/~stb/klt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ces.clemson.edu/~stb/klt/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Affine Covariant Features</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Tuytelaars and K. Mikolajczyk, Local Invariant Feature Detectors: A Survey, Foundations and Trends in Computer Graphics and Vision, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/affine/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/affine/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Segmenting Scenes by Matching Image Composites</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Russell, A. A. Efros, J. Sivic, W. T. Freeman, A. Zisserman, NIPS 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.washington.edu/homes/bcr/projects/SceneComposites/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.washington.edu/homes/bcr/projects/SceneComposites/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">OWT-UCM Hierarchical Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Arbelaez, M. Maire, C. Fowlkes and J. Malik. Contour Detection and Hierarchical Image Segmentation. PAMI, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/resources.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/resources.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Matching&nbsp;andImage Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">The Pyramid Match: Efficient Matching for Retrieval and Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Grauman and T. Darrell. The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features, ICCV 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/research/projects/pmk/pmk_projectpage.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/research/projects/pmk/pmk_projectpage.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bayesian Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Y. Chuang, B. Curless, D. H. Salesin, and R. Szeliski, A Bayesian Approach to Digital Matting, CVPR, 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www1.idc.ac.il/toky/CompPhoto-09/Projects/Stud_projects/Miki/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www1.idc.ac.il/toky/CompPhoto-09/Projects/Stud_projects/Miki/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Richardson-Lucy Deblurring for Scenes under Projective Motion Path</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y.-W. Tai, P. Tan, M. S. Brown: Richardson-Lucy Deblurring for Scenes under Projective Motion Path, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://yuwing.kaist.ac.kr/projects/projectivedeblur/projectivedeblur_files/ProjectiveDeblur.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://yuwing.kaist.ac.kr/projects/projectivedeblur/projectivedeblur_files/ProjectiveDeblur.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Articulated Pose Estimation using Flexible Mixtures of Parts</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Yang, D. Ramanan, Articulated Pose Estimation using Flexible Mixtures of Parts, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://phoenix.ics.uci.edu/software/pose/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://phoenix.ics.uci.edu/software/pose/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">BRIEF: Binary Robust Independent Elementary Features</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Calonder, V. Lepetit, C. Strecha, P. Fua, BRIEF: Binary Robust Independent Elementary Features, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.epfl.ch/research/detect/brief/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.epfl.ch/research/detect/brief/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Global and Efficient Self-Similarity</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Deselaers and V. Ferrari. Global and Efficient Self-Similarity for Object Classification and Detection. CVPR 2010andT. Deselaers, V. Ferrari, Global and Efficient Self-Similarity for Object Classification and Detection, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/gss/selfsim_release1.0.tgz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/gss/selfsim_release1.0.tgz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-frame image super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pickup, L. C. Machine Learning in Multi-frame Image Super-resolution, PhD thesis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/SR/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/SR/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Scale-invariant feature transform (SIFT) - Library</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://blogs.oregonstate.edu/hess/code/sift/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://blogs.oregonstate.edu/hess/code/sift/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering-based Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Chatterjee and P. Milanfar, Clustering-based Denoising with Locally Learned Dictionaries (K-LLD), TIP, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://users.soe.ucsc.edu/~priyam/K-LLD/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://users.soe.ucsc.edu/~priyam/K-LLD/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Recognition by Association via Learning Per-exemplar Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Malisiewicz, A. A. Efros, Recognition by Association via Learning Per-exemplar Distances, CVPR 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~tmalisie/projects/cvpr08/dfuns.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~tmalisie/projects/cvpr08/dfuns.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Superpixel Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Wang, H. Lu, F. Yang, and M.-H. Yang, Superpixel Tracking, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://faculty.ucmerced.edu/mhyang/papers/iccv11a.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://faculty.ucmerced.edu/mhyang/papers/iccv11a.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SPArse Modeling Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Mairal, F. Bach, J. Ponce and G. Sapiro. Online Learning for Matrix Factorization and Sparse Coding, JMLR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.di.ens.fr/willow/SPAMS/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.di.ens.fr/willow/SPAMS/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency detection: A spectral residual approach</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">X. Hou and L. Zhang. Saliency detection: A spectral residual approach. CVPR, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.klab.caltech.edu/~xhou/projects/spectralResidual/spectralresidual.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.klab.caltech.edu/~xhou/projects/spectralResidual/spectralresidual.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Guided Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. He, J. Sun, X. Tang, Guided Image Filtering, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://personal.ie.cuhk.edu.hk/~hkm007/eccv10/guided-filter-code-v1.rar" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://personal.ie.cuhk.edu.hk/~hkm007/eccv10/guided-filter-code-v1.rar</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fast Directional Chamfer Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.umiacs.umd.edu/~mingyliu/src/fdcm_matlab_wrapper_v0.2.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.umiacs.umd.edu/~mingyliu/src/fdcm_matlab_wrapper_v0.2.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L1 Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">X. Mei and H. Ling, Robust Visual Tracking using L1 Minimization, ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dabi.temple.edu/~hbling/code_data.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dabi.temple.edu/~hbling/code_data.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Region-based Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">I. Endres and D. Hoiem. Category Independent Object Proposals, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.cs.uiuc.edu/proposals/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.cs.uiuc.edu/proposals/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ensemble of Exemplar-SVMs for Object Detection and Beyond</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Malisiewicz, A. Gupta, A. A. Efros, Ensemble of Exemplar-SVMs for Object Detection and Beyond , ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~tmalisie/projects/iccv11/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~tmalisie/projects/iccv11/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimensionality Reduction Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://homepage.tudelft.nl/19j49/Matlab_Toolbox_for_Dimensionality_Reduction.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://homepage.tudelft.nl/19j49/Matlab_Toolbox_for_Dimensionality_Reduction.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Viola-Jones Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Viola and M. Jones, Rapid Object Detection Using a Boosted Cascade of Simple Features, CVPR, 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://pr.willowgarage.com/wiki/FaceDetection" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://pr.willowgarage.com/wiki/FaceDetection</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Implicit Shape Model</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Leibe, A. Leonardis, B. Schiele. Robust Object Detection with Interleaved Categorization and Segmentation, IJCV, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~bleibe/code/ism.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~bleibe/code/ism.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency detection using maximum symmetric surround</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Achanta and S. Susstrunk. Saliency detection using maximum symmetric surround. In ICIP, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ivrg.epfl.ch/supplementary_material/RK_ICIP2010/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ivrg.epfl.ch/supplementary_material/RK_ICIP2010/index.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fast Bilateral Filter</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Paris and F. Durand, A Fast Approximation of the Bilateral Filter using a Signal Processing Approach, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/sparis/bf/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/sparis/bf/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FastICA package for MATLAB</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://research.ics.tkk.fi/ica/book/</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://research.ics.tkk.fi/ica/fastica/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://research.ics.tkk.fi/ica/fastica/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Maximally stable extremal regions (MSER)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Matas, O. Chum, M. Urba, and T. Pajdla. Robust wide baseline stereo from maximally stable extremal regions. BMVC, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/affine/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/affine/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bundler</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Snavely, S M. Seitz, R Szeliski. Photo Tourism: Exploring image collections in 3D. SIGGRAPH 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://phototour.cs.washington.edu/bundler/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://phototour.cs.washington.edu/bundler/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Online Discriminative Object Tracking with Local Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Wang, F. Chen, W. Xu, and M.-H. Yang, Online Discriminative Object Tracking with Local Sparse Representation, WACV 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://faculty.ucmerced.edu/mhyang/code/wacv12a_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://faculty.ucmerced.edu/mhyang/code/wacv12a_code.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Closed Form Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting, PAMI 2008.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/alevin/matting.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/alevin/matting.tar.gz</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">GradientShop</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Bhat, C.L. Zitnick, M. Cohen, B. Curless, and J. Kim, GradientShop: A Gradient-Domain Optimization Framework for Image and Video Filtering, TOG 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://grail.cs.washington.edu/projects/gradientshop/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://grail.cs.washington.edu/projects/gradientshop/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Incremental Learning for Robust Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Ross, J. Lim, R.-S. Lin, M.-H. Yang, Incremental Learning for Robust Visual Tracking, IJCV 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.toronto.edu/~dross/ivt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.toronto.edu/~dross/ivt/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Color Descriptor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. E. A. van de Sande, T. Gevers and Cees G. M. Snoek, Evaluating Color Descriptors for Object and Scene Recognition, PAMI, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://koen.me/research/colordescriptors/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://koen.me/research/colordescriptors/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Entropy Rate Superpixel Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M.-Y. Liu, O. Tuzel, S. Ramalingam, and R. Chellappa, Entropy Rate Superpixel Segmentation, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.umiacs.umd.edu/~mingyliu/src/ers_matlab_wrapper_v0.1.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.umiacs.umd.edu/~mingyliu/src/ers_matlab_wrapper_v0.1.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Domain Transformation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Gastal, M. Oliveira, Domain Transform for Edge-Aware Image and Video Processing, SIGGRAPH 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://inf.ufrgs.br/~eslgastal/DomainTransform/DomainTransformFilters-Source-v1.0.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://inf.ufrgs.br/~eslgastal/DomainTransform/DomainTransformFilters-Source-v1.0.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">OpenKernel.org</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">F. Orabona and L. Jie. Ultra-fast optimization algorithm for sparse multi kernel learning. ICML, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.openkernel.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.openkernel.org/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Graph-based Image Segmentation - Matlab Wrapper</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb and D. Huttenlocher. Efficient Graph-Based Image Segmentation, IJCV 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/25866-efficient-graph-based-image-segmentation" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/25866-efficient-graph-based-image-segmentation</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Biased Normalized Cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Maji, N. Vishnoi and J. Malik, Biased Normalized Cut, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~smaji/projects/biasedNcuts/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~smaji/projects/biasedNcuts/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Constant-Space Belief Propagation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, L. Wang, and N. Ahuja, A Constant-Space Belief Propagation Algorithm for Stereo Matching, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cityu.edu.hk/~qiyang/publications/code/cvpr-10-csbp/csbp.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cityu.edu.hk/~qiyang/publications/code/cvpr-10-csbp/csbp.htm</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Speeded Up Robust Feature (SURF) - Open SURF</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Bay, T. Tuytelaars and L. V. Gool SURF: Speeded Up Robust Features, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.chrisevansdev.com/computer-vision-opensurf.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.chrisevansdev.com/computer-vision-opensurf.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Online boosting trackers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Grabner, and H. Bischof, On-line Boosting and Vision, CVPR, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/boostingTrackers/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/boostingTrackers/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparsity-based Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">W. Dong, X. Li, L. Zhang and G. Shi, Sparsity-based Image Denoising vis Dictionary Learning and Structural Clustering, CVPR, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csee.wvu.edu/~xinl/CSR.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csee.wvu.edu/~xinl/CSR.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Scale-invariant feature transform (SIFT) - VLFeat</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Clustering - UW Project</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.stat.washington.edu/spectral/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.stat.washington.edu/spectral/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Analyzing spatially varying blur</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Chakrabarti, T. Zickler, and W. T. Freeman, Analyzing Spatially-varying Blur, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.harvard.edu/~ayanc/svblur/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.harvard.edu/~ayanc/svblur/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">DD-SVM</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yixin Chen and James Z. Wang, Image Categorization by Learning and Reasoning with Regions, JMLR 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">GIST Descriptor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Oliva and A. Torralba. Modeling the shape of the scene: a holistic representation of the spatial envelope, IJCV, 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/torralba/code/spatialenvelope/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/torralba/code/spatialenvelope/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Texture Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Varma and A. Zisserman, A statistical approach to texture classification from single images, IJCV2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/texclass/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/texclass/index.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonrigid Structure From Motion in Trajectory Space</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.lums.edu.pk/nrsfm/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.lums.edu.pk/nrsfm/index.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shared Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. S. L. Gastal and M. M. Oliveira, Computer Graphics Forum, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.inf.ufrgs.br/~eslgastal/SharedMatting/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.inf.ufrgs.br/~eslgastal/SharedMatting/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D Gradients (HOG3D)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Klaser, M. Marszałek, and C. Schmid, BMVC, 2008.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lear.inrialpes.fr/people/klaeser/research_hog3d" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lear.inrialpes.fr/people/klaeser/research_hog3d</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernel Regressions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.soe.ucsc.edu/~htakeda/MatlabApp/KernelRegressionBasedImageProcessingToolBox_ver1-1beta.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.soe.ucsc.edu/~htakeda/MatlabApp/KernelRegressionBasedImageProcessingToolBox_ver1-1beta.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Boundary Preserving Dense Local Regions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Kim and K. Grauman, Boundary Preserving Dense Local Regions, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.cs.utexas.edu/projects/bplr/bplr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.cs.utexas.edu/projects/bplr/bplr.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SuperParsing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Tighe and S. Lazebnik, SuperParsing: Scalable Nonparametric Image Parsing with Superpixels, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~jtighe/Papers/ECCV10/eccv10-jtighe-code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~jtighe/Papers/ECCV10/eccv10-jtighe-code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Weighted Least Squares Filter</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Z. Farbman, R. Fattal, D. Lischinski, R. Szeliski, Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation, SIGGRAPH 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~danix/epd/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~danix/epd/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Single-Image Super-Resolution Matlab Package</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Zeyde, M. Elad, and M. Protter, On Single Image Scale-Up using Sparse-Representations, LNCS 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.technion.ac.il/~elad/Various/Single_Image_SR.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.technion.ac.il/~elad/Various/Single_Image_SR.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Blocks World Revisited: Image Understanding using Qualitative Geometry and Mechanics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Gupta, A. A. Efros, M. Hebert, Blocks World Revisited: Image Understanding using Qualitative Geometry and Mechanics, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~abhinavg/blocksworld/#downloads" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~abhinavg/blocksworld/#downloads</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shape Context</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Belongie, J. Malik and J. Puzicha. Shape matching and object recognition using shape contexts, PAMI, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/sc_digits.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/sc_digits.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Processing&nbsp;andImage Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Piotr's Image &amp; Video Matlab Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Piotr Dollar, Piotr's Image &amp; Video Matlab Toolbox, http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J-F. Lalonde, A. A. Efros, S. G. Narasimhan, Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences, SIGGRAPH Asia 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~jlalonde/software.html#skyModel" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~jlalonde/software.html#skyModel</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Calvin Upper-Body Detector</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Marcin, F. Vittorio, Better Appearance Models for Pictorial Structures, BMVC 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/calvin_upperbody_detector/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/calvin_upperbody_detector/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Locality-constrained Linear Coding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Locality-constrained Linear Coding for Image Classification, CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~jyang29/LLC.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~jyang29/LLC.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Speeded Up Robust Feature (SURF) - Matlab Wrapper</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Bay, T. Tuytelaars and L. V. Gool SURF: Speeded Up Robust Features, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.maths.lth.se/matematiklth/personal/petter/surfmex.php" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.maths.lth.se/matematiklth/personal/petter/surfmex.php</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Estimating Human Pose from Occluded Images</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J.-B. Huang and M.-H. Yang, Estimating Human Pose from Occluded Images, ACCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://faculty.ucmerced.edu/mhyang/code/accv09_pose.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://faculty.ucmerced.edu/mhyang/code/accv09_pose.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">OpenSourcePhotogrammetry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://opensourcephotogrammetry.blogspot.com/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://opensourcephotogrammetry.blogspot.com/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spatial Pyramid Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Lazebnik, C. Schmid, and J. Ponce. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~lazebnik/research/SpatialPyramid.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~lazebnik/research/SpatialPyramid.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Coherency Sensitive Hashing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Korman, S. Avidan, Coherency Sensitive Hashing, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eng.tau.ac.il/~simonk/CSH/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eng.tau.ac.il/~simonk/CSH/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Segmentation by Minimum Code Length</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Y. Yang, J. Wright, S. Shankar Sastry, Y. Ma , Unsupervised Segmentation of Natural Images via Lossy Data Compression, CVIU, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/coding/image_segmentation/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/coding/image_segmentation/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Frequency-tuned salient region detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Achanta, S. Hemami, F. Estrada, and S. Susstrunk. Frequency-tuned salient region detection. In CVPR, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ivrgwww.epfl.ch/supplementary_material/RK_CVPR09/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ivrgwww.epfl.ch/supplementary_material/RK_CVPR09/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-flow/min-cut for shape fitting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">V. Lempitsky and Y. Boykov, Global Optimization for Shape Fitting, CVPR 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csd.uwo.ca/faculty/yuri/Implementations/TouchExpand.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csd.uwo.ca/faculty/yuri/Implementations/TouchExpand.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Canny Edge Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Canny, A Computational Approach To Edge Detection, PAMI, 1986</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/help/toolbox/images/ref/edge.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/help/toolbox/images/ref/edge.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Vedaldi, V. Gulshan, M. Varma, and A. Zisserman, Multiple Kernels for Object Detection. ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/MKL/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/MKL/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Mean-Shift Image Segmentation - EDISON</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Comaniciu, P Meer. Mean Shift: A Robust Approach Toward Feature Space Analysis. PAMI 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://coewww.rutgers.edu/riul/research/code/EDISON/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://coewww.rutgers.edu/riul/research/code/EDISON/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Degradation Model</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://users.ece.utexas.edu/~bevans/papers/2000/imageQuality/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://users.ece.utexas.edu/~bevans/papers/2000/imageQuality/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ensemble of Exemplar-SVMs</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Malisiewicz, A. Gupta, A. Efros. Ensemble of Exemplar-SVMs for Object Detection and Beyond . ICCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~tmalisie/projects/iccv11/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~tmalisie/projects/iccv11/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Radon Transform</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. S. Cho, S. Paris, B. K. P. Horn, W. T. Freeman, Blur kernel estimation using the radon transform, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/taegsang/Documents/RadonDeblurringCode.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/taegsang/Documents/RadonDeblurringCode.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Eficient Marginal Likelihood Optimization in Blind Deconvolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levin, Y. Weiss, F. Durand, W. T. Freeman. Efficient Marginal Likelihood Optimization in Blind Deconvolution, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.wisdom.weizmann.ac.il/~levina/papers/LevinEtalCVPR2011Code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.wisdom.weizmann.ac.il/~levina/papers/LevinEtalCVPR2011Code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FAST Corner Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Rosten and T. Drummond, Machine learning for high-speed corner detection, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.edwardrosten.com/work/fast.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.edwardrosten.com/work/fast.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MDSP Resolution Enhancement Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Fast and Robust Multi-frame Super-resolution, TIP 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://users.soe.ucsc.edu/~milanfar/software/superresolution.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://users.soe.ucsc.edu/~milanfar/software/superresolution.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction&nbsp;andObject Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Histogram of Oriented Graidents - INRIA Object Localization Toolkit</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Dalal and B. Triggs. Histograms of Oriented Gradients for Human Detection. CVPR 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.navneetdalal.com/software" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.navneetdalal.com/software</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Pirsiavash, D. Ramanan, C. Fowlkes. "Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~hpirsiav/papers/tracking_cvpr11_release_v1.0.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~hpirsiav/papers/tracking_cvpr11_release_v1.0.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Segmenting salient objects from images and videos</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Rahtu, J. Kannala, M. Salo, and J. Heikkila. Segmenting salient objects from images and videos. CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.oulu.fi/MVG/Downloads/saliency" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.oulu.fi/MVG/Downloads/saliency</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Yilmaz, O. Javed and M. Shah, Object Tracking: A Survey, ACM Journal of Computing Surveys, Vol. 38, No. 4, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://plaza.ufl.edu/lvtaoran/object%20tracking.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://plaza.ufl.edu/lvtaoran/object%20tracking.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Boosting Resources by Liangliang Cao</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://www.ifp.illinois.edu/~cao4/reading/boostingbib.htm</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~cao4/reading/boostingbib.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~cao4/reading/boostingbib.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Netlab Neural Network Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. M. Bishop, Neural Networks for Pattern RecognitionㄝOxford University Press, 1995</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www1.aston.ac.uk/eas/research/groups/ncrg/resources/netlab/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www1.aston.ac.uk/eas/research/groups/ncrg/resources/netlab/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Classical Variational Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Brox, A. Bruhn, N. Papenberg, J. Weickert, High accuracy optical flow estimation based on a theory for warping, ECCV 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Centralized Sparse Representation for Image Restoration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">W. Dong, L. Zhang and G. Shi, “Centralized Sparse Representation for Image Restoration,” ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/CSR_IR.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/CSR_IR.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Introduction to Computer Vision, Stanford University, Winter 2010-2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fei-Fei Li</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.stanford.edu/teaching/cs223b/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.stanford.edu/teaching/cs223b/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision: From 3D Reconstruction to Visual Recognition, Fall 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Silvio Savarese and Fei-Fei Li</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://www.coursera.org/course/computervision" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://www.coursera.org/course/computervision</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of Texas at Austin, Spring 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kristen Grauman</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/courses/spring2011/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/courses/spring2011/index.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning-Based Methods in Vision, CMU, Spring 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alexei “Alyosha” Efros and Leonid Sigal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://docs.google.com/document/pub?id=1jGBn7zPDEaU33fJwi3YI_usWS-U6gpSSJotV_2gDrL0" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://docs.google.com/document/pub?id=1jGBn7zPDEaU33fJwi3YI_usWS-U6gpSSJotV_2gDrL0</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Recognition, University of Texas at Austin, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kristen Grauman</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/courses/fall2011/schedule.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/courses/fall2011/schedule.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Introduction to Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">James Hays, Brown University, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/courses/cs143/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/courses/cs143/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of North Carolina at Chapel Hill, Spring 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Svetlana Lazebnik</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~lazebnik/spring10/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~lazebnik/spring10/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision: The Fundamentals, University of California at Berkeley, Fall 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Jitendra Malik</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://www.coursera.org/course/vision" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://www.coursera.org/course/vision</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography, University of Illinois, Urbana-Champaign, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Derek Hoiem</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.illinois.edu/class/fa11/cs498dh/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.illinois.edu/class/fa11/cs498dh/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Inference in Graphical Models, Stanford University, Spring 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Andrea Montanari, Stanford University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.stanford.edu/~montanar/TEACHING/Stat375/stat375.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.stanford.edu/~montanar/TEACHING/Stat375/stat375.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, New York University, Fall 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Rob Fergus</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cs.nyu.edu/~fergus/teaching/vision_2012/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cs.nyu.edu/~fergus/teaching/vision_2012/index.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Advances in Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Antonio Torralba, MIT, Spring 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://groups.csail.mit.edu/vision/courses/6.869/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://groups.csail.mit.edu/vision/courses/6.869/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of Illinois, Urbana-Champaign, Spring 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Derek Hoiem</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.illinois.edu/class/sp12/cs543/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.illinois.edu/class/sp12/cs543/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography, CMU, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alexei “Alyosha” Efros</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://graphics.cs.cmu.edu/courses/15-463/2011_fall/463.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://graphics.cs.cmu.edu/courses/15-463/2011_fall/463.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of Washington, Winter 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Steven Seitz</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.washington.edu/education/courses/cse455/12wi/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.washington.edu/education/courses/cse455/12wi/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source Code Collection for Reproducible Research</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">collected by Xin Li, Lane Dept of CSEE, West Virginia University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csee.wvu.edu/~xinl/reproducible_research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csee.wvu.edu/~xinl/reproducible_research.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Image Analysis, Computer Vision Conferences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">USC</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://iris.usc.edu/information/Iris-Conferences.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://iris.usc.edu/information/Iris-Conferences.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CV Papers on the web</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVPapers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cvpapers.com/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cvpapers.com/index.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVonline</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVonline: The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://homepages.inf.ed.ac.uk/rbf/CVonline/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://homepages.inf.ed.ac.uk/rbf/CVonline/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dataset</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Compiled list of recognition datasets</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">compiled by Kristen Grauman</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/courses/spring2008/datasets.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/courses/spring2008/datasets.htm</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Annotated Computer Vision Bibliography</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">compiled by Keith Price</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://iris.usc.edu/Vision-Notes/bibliography/contents.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://iris.usc.edu/Vision-Notes/bibliography/contents.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">The Computer Vision homepage</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision Industry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">The Computer Vision Industry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David Lowe</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ubc.ca/~lowe/vision.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ubc.ca/~lowe/vision.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision Algorithm Implementations</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVPapers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cvpapers.com/rr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cvpapers.com/rr.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CV Datasets on the web</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVPapers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cvpapers.com/datasets.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cvpapers.com/datasets.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Understanding Visual Scenes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Antonio Torralba, MIT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_torralba_uvs/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_torralba_uvs/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Neuroscience</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning in Hierarchical Architectures: from Neuroscience to Derived Kernels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tomaso A. Poggio, McGovern Institute for Brain Research, Massachusetts Institute of Technology</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09us_poggio_lhandk/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09us_poggio_lhandk/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Deep Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A tutorial on Deep Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geoffrey E. Hinton, Department of Computer Science, University of Toronto</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/jul09_hinton_deeplearn/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/jul09_hinton_deeplearn/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Boosting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Theory and Applications of Boosting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Robert Schapire, Department of Computer Science, Princeton University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09us_schapire_tab/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09us_schapire_tab/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models and message-passing algorithms</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Martin J. Wainwright, University of California at Berkeley</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss2011_wainwright_messagepassing/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss2011_wainwright_messagepassing/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical Learning Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical Learning Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">John Shawe-Taylor, Centre for Computational Statistics and Machine Learning, University College London</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss04_taylor_slt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss04_taylor_slt/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Gaussian Process</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Gaussian Process Basics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David MacKay, University of Cambridge</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/gpip06_mackay_gpb/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/gpip06_mackay_gpb/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David MacKay, University of Cambridge</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09uk_mackay_it/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09uk_mackay_it/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization Algorithms in Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stephen J. Wright, Computer Sciences Department, University of Wisconsin - Madison</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips2010_wright_oaml/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips2010_wright_oaml/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bayesian Inference</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Introduction To Bayesian Inference</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Christopher Bishop, Microsoft Research</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09uk_bishop_ibi/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09uk_bishop_ibi/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bayesian Nonparametrics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Modern Bayesian Nonparametrics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Peter Orbanz and Yee Whye Teh</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=F0_ih7THV94&amp;feature=relmfu" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=F0_ih7THV94&amp;feature=relmfu</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine learning and kernel methods for computer vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Francis R. Bach, INRIA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/etvc08_bach_mlakm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/etvc08_bach_mlakm/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Convex Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Lieven Vandenberghe, Electrical Engineering Department, University of California, Los Angeles</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss2011_vandenberghe_convex/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss2011_vandenberghe_convex/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Energy Minimization with Label costs and Applications in Multi-Model Fitting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yuri Boykov, Department of Computer Science, University of Western Ontario</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nipsworkshops2010_boykov_eml/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nipsworkshops2010_boykov_eml/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Recognition with Deformable Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pedro Felzenszwalb, Brown University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=_J_clwqQ4gI" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=_J_clwqQ4gI</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-level vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning and Inference in Low-Level Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yair Weiss, School of Computer Science and Engineering, The Hebrew University of Jerusalem</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_weiss_lil/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_weiss_lil/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D Computer Vision: Past, Present, and Future</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Steven Seitz, University of Washington, Google Tech Talk, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=kyIzMr917Rc" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=kyIzMr917Rc</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Who is Afraid of Non-Convex Loss Functions?</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yann LeCun, New York University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/eml07_lecun_wia/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/eml07_lecun_wia/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Methods for Machine Learning: Theory and Algorithms</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Francis R. Bach, INRIA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_bach_smm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_bach_smm/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization and Support Vector Machines</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization Algorithms in Support Vector Machines</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stephen J. Wright, Computer Sciences Department, University of Wisconsin - Madison</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09us_wright_oasvm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09us_wright_oasvm/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory in Learning and Control</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Naftali (Tali) Tishby, The Hebrew University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=GKm53xGbAOk&amp;feature=relmfu" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=GKm53xGbAOk&amp;feature=relmfu</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Relative Entropy</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Relative Entropy</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sergio Verdu, Princeton University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_verdu_re/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_verdu_re/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geometry constrained parts based detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Simon Lucey, Jason Saragih, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ci2cv.net/tutorials/iccv-2011/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ci2cv.net/tutorials/iccv-2011/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning with inference for discrete graphical models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nikos Komodakis, Pawan Kumar, Nikos Paragios, Ramin Zabih, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csd.uoc.gr/~komod/ICCV2011_tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csd.uoc.gr/~komod/ICCV2011_tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational Calculus</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational methods for computer vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Daniel Cremers, Bastian Goldlucke, Thomas Pock, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvpr.in.tum.de/tutorials/iccv2011" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvpr.in.tum.de/tutorials/iccv2011</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D perception</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision and 3D Perception for Robotics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Radu Bogdan Rusu, Gary Bradski, Caroline Pantofaru, Stefan Hinterstoisser, Stefan Holzer, Kurt Konolige and Andrea Vedaldi, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.willowgarage.com/workshops/2010/eccv" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.willowgarage.com/workshops/2010/eccv</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Looking at people: The past, the present and the future</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Sigal, T. Moeslund, A. Hilton, V. Kruger, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~ls/iccv2011tutorial.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~ls/iccv2011tutorial.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-linear Least Squares</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer vision fundamentals: robust non-linear least-squares and their applications</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pascal Fua, Vincent Lepetit, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.epfl.ch/~fua/courses/lsq/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.epfl.ch/~fua/courses/lsq/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Frontiers of Human Activity Analysis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. K. Aggarwal, Michael S. Ryoo, and Kris Kitani, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvrc.ece.utexas.edu/mryoo/cvpr2011tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvrc.ece.utexas.edu/mryoo/cvpr2011tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structured Prediction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structured Prediction and Learning in Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Nowozin and C. Lampert, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.nowozin.net/sebastian/cvpr2011tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.nowozin.net/sebastian/cvpr2011tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical and Structural Recognition of Human Actions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ivan Laptev and Greg Mori, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://sites.google.com/site/humanactionstutorialeccv10/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://sites.google.com/site/humanactionstutorialeccv10/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Symmetry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Symmetry: Past, Current, Future</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yanxi Liu, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.cse.psu.edu/research/symmComp/index.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.cse.psu.edu/research/symmComp/index.shtml</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David Kriegman and Serge Belongie</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~lazebnik/spring10/matlab.intro.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~lazebnik/spring10/matlab.intro.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Writing Fast MATLAB Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pascal Getreuer, Yale University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/5685" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/5685</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A Tutorial on Spectral Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ulrike von Luxburg, Max Planck Institute for Biological Cybernetics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://web.mit.edu/~wingated/www/introductions/tutorial_on_spectral_clustering.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://web.mit.edu/~wingated/www/introductions/tutorial_on_spectral_clustering.pdf</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Learning, Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Learning for Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kai Yu and Andrew Ng, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ufldl.stanford.edu/eccv10-tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ufldl.stanford.edu/eccv10-tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shape Analysis, Diffusion Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Diffusion Geometry Methods in Shape Analysis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Brontein and M. Bronstein, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://tosca.cs.technion.ac.il/book/course_eccv10.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://tosca.cs.technion.ac.il/book/course_eccv10.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models, Exponential Families, and Variational Inference</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Martin J. Wainwright and Michael I. Jordan, University of California at Berkeley</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/~wainwrig/Papers/WaiJor08_FTML.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/~wainwrig/Papers/WaiJor08_FTML.pdf</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Color Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Color image understanding: from acquisition to high-level image understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Theo Gevers, Keigo Hirakawa, Joost van de Weijer, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cat.uab.cat/~joost/tutorial_iccv.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cat.uab.cat/~joost/tutorial_iccv.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonrigid Structure from Motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Sheikh and Sohaib Khan, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~yaser/ECCV2010Tutorial.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~yaser/ECCV2010Tutorial.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Expectation Maximization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Jeff A. Bilmes, University of California at Berkeley</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://crow.ee.washington.edu/people/bulyko/papers/em.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://crow.ee.washington.edu/people/bulyko/papers/em.pdf</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Decision Forests</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Decision forests for classification, regression, clustering and density estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Criminisi, J. Shotton and E. Konukoglu, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://research.microsoft.com/en-us/groups/vision/decisionforests.aspx" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://research.microsoft.com/en-us/groups/vision/decisionforests.aspx</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D point cloud processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D point cloud processing: PCL (Point Cloud Library)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Rusu, S. Holzer, M. Dixon, V. Rabaud, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.pointclouds.org/media/iccv2011.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.pointclouds.org/media/iccv2011.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Registration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tools and Methods for Image Registration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Brown, G. Carneiro, A. A. Farag, E. Hancock, A. A. Goshtasby (Organizer), J. Matas, J.M. Morel, N. S. Netanyahu, F. Sur, and G. Yu, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.imgfsr.com/CVPR2011/Tutorial6/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.imgfsr.com/CVPR2011/Tutorial6/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-rigid registration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-rigid registration and reconstruction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alessio Del Bue, Lourdes Agapito, Adrien Bartoli, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.isr.ist.utl.pt/~adb/tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.isr.ist.utl.pt/~adb/tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational Calculus</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational Methods in Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Cremers, B. Goldlücke, T. Pock, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvpr.cs.tum.edu/tutorials/eccv2010" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvpr.cs.tum.edu/tutorials/eccv2010</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Functions and Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Werman, O. Pele and B. Kulis, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~ofirpele/DFML_ECCV2010_tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~ofirpele/DFML_ECCV2010_tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image and Video Description with Local Binary Pattern Variants</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Pietikainen and J. Heikkila, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ee.oulu.fi/research/imag/mvg/files/pdf/CVPR-tutorial-final.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ee.oulu.fi/research/imag/mvg/files/pdf/CVPR-tutorial-final.pdf</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Game Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Game Theory in Computer Vision and Pattern Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Marcello Pelillo and Andrea Torsello, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dsi.unive.it/~atorsell/cvpr2011tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dsi.unive.it/~atorsell/cvpr2011tutorial/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Imaging</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fcam: an architecture and API for computational cameras</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kari Pulli, Andrew Adams, Timo Ahonen, Marius Tico, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://fcam.garage.maemo.org/iccv2011.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://fcam.garage.maemo.org/iccv2011.html</a></td> 
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## Other useful links (dataset, lectures, and other softwares) ##

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 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://conferences.visionbib.com/Iris-Conferences.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer Image Analysis, Computer Vision Conferences</a></li> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Papers</td> 
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 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cvpapers.com/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer vision paper on the web</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://books.nips.cc/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">NIPS Proceedings</a></li> 
 </ul></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Datasets</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cs.utexas.edu/~grauman/courses/spring2008/datasets.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Compiled list of recognition datasets</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://pascallin.ecs.soton.ac.uk/challenges/VOC/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">The&nbsp;PASCAL&nbsp;Visual Object Classes</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cs.cmu.edu/~cil/v-images.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer vision dataset from CMU</a></li> 
 </ul></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Lectures</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://videolectures.net/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Videolectures</a></li> 
 </ul></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source Codes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cvpapers.com/rr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer Vision Algorithm Implementations</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://opencv.willowgarage.com/wiki/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">OpenCV</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.csee.wvu.edu/~xinl/reproducible_research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Source Code Collection for Reproducible Research</a></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Patents</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.uspto.gov/web/patents/classification/uspc382/sched382.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">United States Patent &amp; Trademark Office</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source Codes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cvpapers.com/rr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer Vision Algorithm Implementations</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://opencv.willowgarage.com/wiki/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">OpenCV</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.csee.wvu.edu/~xinl/reproducible_research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Source Code Collection for Reproducible Research</a></li> 
 </ul></td> 
 </tr> 
 </tbody> 
</table>

UIUC的[Jia-Bin Huang][]同学收集了很多计算机视觉方面的代码，链接如下：

[https://netfiles.uiuc.edu/jbhuang1/www/resources/vision/index.html][https_netfiles.uiuc.edu_jbhuang1_www_resources_vision_index.html]

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 <th title="Click to sort in the reverse order" style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Type<img src="http://api.simile-widgets.org/exhibit/2.2.0/images/up-arrow.png" alt="" width="10" height="6" style="border: 0px; max-width: 100%; margin: 0px; padding: 0px;"></th> 
 <th title="Click to sort by this column" style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Topic</th> 
 <th title="Click to sort by this column" style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Name</th> 
 <th title="Click to sort by this column" style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Reference</th> 
 <th title="Click to sort by this column" style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</th> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">libmv</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://code.google.com/p/libmv/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://code.google.com/p/libmv/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">LLE</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.nyu.edu/~roweis/lle/code.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.nyu.edu/~roweis/lle/code.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Clustering - UCSD Project</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~sagarwal/spectral-0.2.tgz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~sagarwal/spectral-0.2.tgz</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K-Means&nbsp;323个Item- Oxford Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ucf.edu/~vision/Code/vggkmeans.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ucf.edu/~vision/Code/vggkmeans.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-blind deblurring (and blind denoising) with integrated noise estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">U. Schmidt, K. Schelten, and S. Roth. Bayesian deblurring with integrated noise estimation, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.gris.tu-darmstadt.de/research/visinf/software/index.en.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.gris.tu-darmstadt.de/research/visinf/software/index.en.htm</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from Motion toolbox for Matlab by Vincent Rabaud</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://code.google.com/p/vincents-structure-from-motion-matlab-toolbox/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://code.google.com/p/vincents-structure-from-motion-matlab-toolbox/</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple View Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab Functions for Multiple View Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/hzbook/code/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/hzbook/code/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-Margin Hough Transform</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Maji and J. Malik, Object Detection Using a Max-Margin Hough Transform. CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~smaji/projects/max-margin-hough/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~smaji/projects/max-margin-hough/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SLIC Superpixels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Susstrunk, SLIC Superpixels, EPFL Technical Report, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ivrg.epfl.ch/supplementary_material/RK_SLICSuperpixels/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ivrg.epfl.ch/supplementary_material/RK_SLICSuperpixels/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tracking using Pixel-Wise Posteriors</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Bibby and I. Reid, Tracking using Pixel-Wise Posteriors, ECCV 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~cbibby/research_pwp.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~cbibby/research_pwp.shtml</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking with Histograms and Articulating Blocks</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. M. Shshed Nejhum, J. Ho, and M.-H.Yang, Visual Tracking with Histograms and Articulating Blocks, CVPR 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cise.ufl.edu/~smshahed/tracking.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cise.ufl.edu/~smshahed/tracking.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Robust Sparse Coding for Face Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Yang, L. Zhang, J. Yang and D. Zhang, “Robust Sparse Coding for Face Recognition,” CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/RSC.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/RSC.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Groups of Adjacent Contour Segments</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">V. Ferrari, L. Fevrier, F. Jurie, and C. Schmid, Groups of Adjacent Contour Segments for Object Detection, PAMI, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/share/ferrari/release-kas-v102.tgz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/share/ferrari/release-kas-v102.tgz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Density Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernel Density Estimation Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~ihler/code/kde.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~ihler/code/kde.html</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ground shadow detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J.-F. Lalonde, A. A. Efros, S. G. Narasimhan, Detecting Ground Shadowsin Outdoor Consumer Photographs, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.jflalonde.org/software.html#shadowDetection" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.jflalonde.org/software.html#shadowDetection</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising,Image Super-resolution, andImage Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning Models of Natural Image Patches</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Zoran and Y. Weiss, From Learning Models of Natural Image Patches to Whole Image Restoration, ICCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~daniez/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~daniez/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Estimating Natural Illumination from a Single Outdoor Image</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J-F. Lalonde, A. A. Efros, S. G. Narasimhan, Estimating Natural Illumination from a Single Outdoor Image , ICCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~jlalonde/software.html#skyModel" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~jlalonde/software.html#skyModel</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Lucas-Kanade affine template tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Baker and I. Matthews, Lucas-Kanade 20 Years On: A Unifying Framework, IJCV 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/24677-lucas-kanade-affine-template-tracking" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/24677-lucas-kanade-affine-template-tracking</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency-based video segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Fukuchi, K. Miyazato, A. Kimura, S. Takagi and J. Yamato, Saliency-based video segmentation with graph cuts and sequentially updated priors, ICME 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.brl.ntt.co.jp/people/akisato/saliency3.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.brl.ntt.co.jp/people/akisato/saliency3.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Laplacian Eigenmaps</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.ohio-state.edu/~mbelkin/algorithms/Laplacian.tar" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.ohio-state.edu/~mbelkin/algorithms/Laplacian.tar</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">What Does the Sky Tell Us About the Camera?</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J-F. Lalonde, S. G. Narasimhan, A. A. Efros, What Does the Sky Tell Us About the Camera?, ECCV 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~jlalonde/software.html#skyModel" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~jlalonde/software.html#skyModel</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SVM for Edge-Preserving Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, S. Wang, and N. Ahuja, SVM for Edge-Preserving Filtering, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/~qyang6/publications/code/cvpr-10-svmbf/program_video_conferencing.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/~qyang6/publications/code/cvpr-10-svmbf/program_video_conferencing.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Recovering Occlusion Boundaries from a Single Image</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Hoiem, A. Stein, A. A. Efros, M. Hebert, Recovering Occlusion Boundaries from a Single Image, ICCV 2007.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~dhoiem/software/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~dhoiem/software/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking Decomposition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J Kwon and K. M. Lee, Visual Tracking Decomposition, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cv.snu.ac.kr/research/~vtd/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cv.snu.ac.kr/research/~vtd/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">GPU Implementation of Kanade-Lucas-Tomasi Feature Tracker</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. N Sinha, J.-M. Frahm, M. Pollefeys and Y. Genc, Feature Tracking and Matching in Video Using Programmable Graphics Hardware, MVA, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cs.unc.edu/~ssinha/Research/GPU_KLT/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cs.unc.edu/~ssinha/Research/GPU_KLT/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Recognition using regions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Gu, J. J. Lim, P. Arbelaez, and J. Malik, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~chunhui/publications/cvpr09_v2.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~chunhui/publications/cvpr09_v2.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Using Natural statistics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Zhang, M. Tong, T. Marks, H. Shan, and G. Cottrell. Sun: A bayesian framework for saliency using natural statistics. Journal of Vision, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cseweb.ucsd.edu/~l6zhang/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cseweb.ucsd.edu/~l6zhang/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Local Laplacian Filters</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Paris, S. Hasinoff, J. Kautz, Local Laplacian Filters: Edge-Aware Image Processing with a Laplacian Pyramid, SIGGRAPH 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/sparis/publi/2011/siggraph/matlab_source_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/sparis/publi/2011/siggraph/matlab_source_code.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Common Visual Pattern Discovery</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sketching the Common</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Bagon, O. Brostovsky, M. Galun and M. Irani, Detecting and Sketching the Common, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/SketchCommonCVPR10_v1.1.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/SketchCommonCVPR10_v1.1.tar.gz</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">BLS-GSM</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://decsai.ugr.es/~javier/denoise/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://decsai.ugr.es/~javier/denoise/</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Epipolar Geometry Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">G.L. Mariottini, D. Prattichizzo, EGT: a Toolbox for Multiple View Geometry and Visual Servoing, IEEE Robotics &amp; Automation Magazine, 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://egt.dii.unisi.it/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://egt.dii.unisi.it/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Depth Sensor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kinect SDK</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://www.microsoft.com/en-us/kinectforwindows/</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.microsoft.com/en-us/kinectforwindows/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.microsoft.com/en-us/kinectforwindows/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Self-Similarities for Single Frame Super-Resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C.-Y. Yang, J.-B. Huang, and M.-H. Yang, Exploiting Self-Similarities for Single Frame Super-Resolution, ACCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://eng.ucmerced.edu/people/cyang35/ACCV10.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://eng.ucmerced.edu/people/cyang35/ACCV10.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Gaussian Field of Experts</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~yweiss/BRFOE.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~yweiss/BRFOE.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Poselet</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Bourdev, J. Malik, Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations, ICCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/~lbourdev/poselets/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/~lbourdev/poselets/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Earth Mover's Distance with L1 Ground Distance (EMD_L1)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Ling and K. Okada, An Efficient Earth Mover's Distance Algorithm for Robust Histogram Comparison, PAMI 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dabi.temple.edu/~hbling/code/EmdL1_v3.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dabi.temple.edu/~hbling/code/EmdL1_v3.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Hashing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Weiss, A. Torralba, R. Fergus, Spectral Hashing, NIPS 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~yweiss/SpectralHashing/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~yweiss/SpectralHashing/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Field of Experts</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~roth/research/software.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~roth/research/software.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiscale Segmentation Tree</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Akbas and N. Ahuja, “From ramp discontinuities to segmentation tree,” ACCV 2009&nbsp;andN. Ahuja, “A Transform for Multiscale Image Segmentation by Integrated Edge and Region Detection,” PAMI 1996</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/segmentation" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/segmentation</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MILIS</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Z. Fu, A. Robles-Kelly, and J. Zhou, MILIS: Multiple instance learning with instance selection, PAMI 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FLANN: Fast Library for Approximate Nearest Neighbors</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ubc.ca/~mariusm/index.php/FLANN/FLANN" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ubc.ca/~mariusm/index.php/FLANN/FLANN</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Maximally stable extremal regions (MSER) - VLFeat</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Matas, O. Chum, M. Urba, and T. Pajdla. Robust wide baseline stereo from maximally stable extremal regions. BMVC, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levin, A. Rav-Acha, D. Lischinski. Spectral Matting. PAMI 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.huji.ac.il/SpectralMatting/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.huji.ac.il/SpectralMatting/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Patch-based Multi-view Stereo Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Furukawa and J. Ponce, Accurate, Dense, and Robust Multi-View Stereopsis, PAMI 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://grail.cs.washington.edu/software/pmvs/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://grail.cs.washington.edu/software/pmvs/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Self-Tuning Spectral Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.caltech.edu/lihi/Demos/SelfTuningClustering.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.caltech.edu/lihi/Demos/SelfTuningClustering.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction&nbsp;andObject Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Histogram of Oriented Graidents - OLT for windows</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Dalal and B. Triggs. Histograms of Oriented Gradients for Human Detection. CVPR 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.computing.edu.au/~12482661/hog.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.computing.edu.au/~12482661/hog.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonparametric Scene Parsing via Label Transfer</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Liu, J. Yuen, and Antonio Torralba, Nonparametric Scene Parsing via Label Transfer, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/celiu/LabelTransfer/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/celiu/LabelTransfer/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">DOGMA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">F. Orabona, L. Jie, and B. Caputo. Online-batch strongly convex multi kernel learning. CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://dogma.sourceforge.net/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://dogma.sourceforge.net/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab Toolkit for Distance Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~liuy/distlearn.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~liuy/distlearn.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Black and Anandan's Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~dqsun/code/ba.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~dqsun/code/ba.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Text Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Text recognition in the wild</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Wang, B. Babenko, and S. Belongie, End-to-end Scene Text Recognition, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~kai/grocr/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~kai/grocr/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Minimization Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Szeliski et al., A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors, PAMI, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/MRF/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/MRF/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Context-aware saliency detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Goferman, L. Zelnik-Manor, and A. Tal. Context-aware saliency detection. In CVPR, 2010.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://webee.technion.ac.il/labs/cgm/Computer-Graphics-Multimedia/Software/Saliency/Saliency.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://webee.technion.ac.il/labs/cgm/Computer-Graphics-Multimedia/Software/Saliency/Saliency.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning to Predict Where Humans Look</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Judd and K. Ehinger and F. Durand and A. Torralba, Learning to Predict Where Humans Look, ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/tjudd/WherePeopleLook/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/tjudd/WherePeopleLook/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stereo Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Scharstein and R. Szeliski. A taxonomy and evaluation of dense two-frame stereo correspondence algorithms, IJCV 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/stereo/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/stereo/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Quick-Shift</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Vedaldi and S. Soatto, Quick Shift and Kernel Methodsfor Mode Seeking, ECCV, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/overview/quickshift.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/overview/quickshift.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graph-based visual saliency</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Harel, C. Koch, and P. Perona. Graph-based visual saliency. NIPS, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.klab.caltech.edu/~harel/share/gbvs.php" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.klab.caltech.edu/~harel/share/gbvs.php</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K-Means - VLFeat</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A simple object detector with boosting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ICCV 2005 short courses on Recognizing and Learning Object Categories</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/torralba/shortCourseRLOC/boosting/boosting.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/torralba/shortCourseRLOC/boosting/boosting.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structural SIMilarity</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://ece.uwaterloo.ca/~z70wang/research/ssim/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://ece.uwaterloo.ca/~z70wang/research/ssim/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FIT3D</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.fit3d.info/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.fit3d.info/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">BM3D</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.tut.fi/~foi/GCF-BM3D/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.tut.fi/~foi/GCF-BM3D/</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Discriminant Saliency for Visual Recognition from Cluttered Scenes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Gao and N. Vasconcelos, Discriminant Saliency for Visual Recognition from Cluttered Scenes, NIPS, 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.svcl.ucsd.edu/projects/saliency/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.svcl.ucsd.edu/projects/saliency/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonlocal means with cluster trees</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Brox, O. Kleinschmidt, D. Cremers, Efficient nonlocal means for denoising of textural patterns, TIP 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/nlmeans_brox_tip08Linux64.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/nlmeans_brox_tip08Linux64.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Global Contrast based Salient Region Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M.-M. Cheng, G.-X. Zhang, N. J. Mitra, X. Huang, S.-M. Hu. Global Contrast based Salient Region Detection. CVPR, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cg.cs.tsinghua.edu.cn/people/~cmm/saliency/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cg.cs.tsinghua.edu.cn/people/~cmm/saliency/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Motion Tracking in Image Sequences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Stauffer and W. E. L. Grimson. Learning patterns of activity using real-time tracking, PAMI, 2000</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~flw/tracker/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~flw/tracker/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Itti, Koch, and Niebur' saliency detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Itti, C. Koch, and E. Niebur. A model of saliency-based visual attention for rapid scene analysis. PAMI, 1998</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.saliencytoolbox.net/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.saliencytoolbox.net/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection,Feature Extraction, andAction Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Space-Time Interest Points (STIP)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">I. Laptev, On Space-Time Interest Points, IJCV, 2005&nbsp;and&nbsp;I. Laptev and T. Lindeberg, On Space-Time Interest Points, IJCV 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.irisa.fr/vista/Equipe/People/Laptev/download/stip-1.1-winlinux.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.irisa.fr/vista/Equipe/People/Laptev/download/stip-1.1-winlinux.zip</a>and<a href="http://www.nada.kth.se/cvap/abstracts/cvap284.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.nada.kth.se/cvap/abstracts/cvap284.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Texture Synthesis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quilting for Texture Synthesis and Transfer</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. A. Efros and W. T. Freeman, Image Quilting for Texture Synthesis and Transfer, SIGGRAPH 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~efros/quilt_research_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~efros/quilt_research_code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-local Means</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://dmi.uib.es/~abuades/codis/NLmeansfilter.m" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://dmi.uib.es/~abuades/codis/NLmeansfilter.m</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Modeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">TILT: Transform Invariant Low-rank Textures</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Z. Zhang, A. Ganesh, X. Liang, and Y. Ma, TILT: Transform Invariant Low-rank Textures, IJCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/matrix-rank/tilt.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/matrix-rank/tilt.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Objectness measure</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Alexe, T. Deselaers, V. Ferrari, What is an Object?, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/objectness/objectness-release-v1.01.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/objectness/objectness-release-v1.01.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Real-time O(1) Bilateral Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, K.-H. Tan and N. Ahuja, Real-time O(1) Bilateral Filtering, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/~qyang6/publications/code/qx_constant_time_bilateral_filter_ss.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/~qyang6/publications/code/qx_constant_time_bilateral_filter_ss.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SPIQA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ai.uiuc.edu/~bghanem2/shared_code/SPIQA_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ai.uiuc.edu/~bghanem2/shared_code/SPIQA_code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Biologically motivated object recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Serre, L. Wolf and T. Poggio. Object recognition with features inspired by visual cortex, CVPR 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cbcl.mit.edu/software-datasets/standardmodel/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cbcl.mit.edu/software-datasets/standardmodel/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shadow Detection using Paired Region</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Guo, Q. Dai and D. Hoiem, Single-Image Shadow Detection and Removal using Paired Regions, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.illinois.edu/homes/guo29/projects/shadow.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.illinois.edu/homes/guo29/projects/shadow.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Real-time Specular Highlight Removal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, S. Wang and N. Ahuja, Real-time Specular Highlight Removal Using Bilateral Filtering, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cityu.edu.hk/~qiyang/publications/code/eccv-10.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cityu.edu.hk/~qiyang/publications/code/eccv-10.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-flow/min-cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Boykov and V. Kolmogorov, An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision, PAMI 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/maxflow-v3.01.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/maxflow-v3.01.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Baker et al. A Database and Evaluation Methodology for Optical Flow, IJCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/flow/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/flow/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF for image super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">W. T Freeman and C. Liu. Markov Random Fields for Super-resolution and Texture Synthesis. In A. Blake, P. Kohli, and C. Rother, eds., Advances in Markov Random Fields for Vision and Image Processing, Chapter 10. MIT Press, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/billf/project%20pages/sresCode/Markov%20Random%20Fields%20for%20Super-Resolution.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/billf/project%20pages/sresCode/Markov%20Random%20Fields%20for%20Super-Resolution.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Planar Graph Cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">F. R. Schmidt, E. Toppe and D. Cremers, Efﬁcient Planar Graph Cuts with Applications in Computer Vision, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/PlanarCut-v1.0.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/PlanarCut-v1.0.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Combination</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Gehler and S. Nowozin, On Feature Combination for Multiclass Object Detection, ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~pgehler/projects/iccv09/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~pgehler/projects/iccv09/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">VisualSFM : A Visual Structure from Motion System</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.washington.edu/homes/ccwu/vsfm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.washington.edu/homes/ccwu/vsfm/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ANN: Approximate Nearest Neighbor Searching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.umd.edu/~mount/ANN/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.umd.edu/~mount/ANN/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning Hierarchical Image Representation with Sparsity, Saliency and Locality</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Yang and M.-H. Yang, Learning Hierarchical Image Representation with Sparsity, Saliency and Locality, BMVC 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow by Deqing Sun</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Sun, S. Roth, M. J. Black, Secrets of Optical Flow Estimation and Their Principles, CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~dqsun/code/flow_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~dqsun/code/flow_code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Discriminative Models for Multi-Class Object Layout</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Desai, D. Ramanan, C. Fowlkes. "Discriminative Models for Multi-Class Object Layout, IJCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~desaic/multiobject_context.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~desaic/multiobject_context.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graph Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Hyper-graph Matching via Reweighted Random Walks</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Lee, M. Cho, K. M. Lee. "Hyper-graph Matching via Reweighted Random Walks", CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cv.snu.ac.kr/research/~RRWHM/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cv.snu.ac.kr/research/~RRWHM/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Hough Forests for Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Gall and V. Lempitsky, Class-Speciﬁc Hough Forests for Object Detection, CVPR, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~gallju/projects/houghforest/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~gallju/projects/houghforest/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Discovery</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Using Multiple Segmentations to Discover Objects and their Extent in Image Collections</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Russell, A. A. Efros, J. Sivic, W. T. Freeman, A. Zisserman, Using Multiple Segmentations to Discover Objects and their Extent in Image Collections, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/brussell/research/proj/mult_seg_discovery/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/brussell/research/proj/mult_seg_discovery/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Diffusion maps</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.stat.cmu.edu/~annlee/software.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.stat.cmu.edu/~annlee/software.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SHOGUN</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Sonnenburg, G. Rätsch, C. Schäfer, B. Schölkopf . Large scale multiple kernel learning. JMLR, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.shogun-toolbox.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.shogun-toolbox.org/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Transformation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Transforms of Sampled Functions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~pff/dt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~pff/dt/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image smoothing via L0 Gradient Minimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Xu, C. Lu, Y. Xu, J. Jia, Image smoothing via L0 Gradient Minimization, SIGGRAPH Asia 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.cuhk.edu.hk/~leojia/projects/L0smoothing/L0smoothing.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.cuhk.edu.hk/~leojia/projects/L0smoothing/L0smoothing.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">PCA-SIFT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Ke and R. Sukthankar, PCA-SIFT: A More Distinctive Representation for Local Image Descriptors,CVPR, 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~yke/pcasift/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~yke/pcasift/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Particle Filter Object Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://blogs.oregonstate.edu/hess/code/particles/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://blogs.oregonstate.edu/hess/code/particles/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">sRD-SIFT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Lourenco, J. P. Barreto and A. Malti, Feature Detection and Matching in Images with Radial Distortion, ICRA 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://arthronav.isr.uc.pt/~mlourenco/srdsift/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://arthronav.isr.uc.pt/~mlourenco/srdsift/index.html#</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MILES</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Chen, J. Bi and J. Z. Wang, MILES: Multiple-Instance Learning via Embedded Instance Selection. PAMI 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://infolab.stanford.edu/~wangz/project/imsearch/SVM/PAMI06/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://infolab.stanford.edu/~wangz/project/imsearch/SVM/PAMI06/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dense Trajectories Video Description</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Wang and A. Klaser and C. Schmid and C.- L. Liu, Action Recognition by Dense Trajectories, CVPR, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lear.inrialpes.fr/people/wang/dense_trajectories" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lear.inrialpes.fr/people/wang/dense_trajectories</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Graph-based Image Segmentation - C++ code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb and D. Huttenlocher. Efficient Graph-Based Image Segmentation, IJCV 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~pff/segment/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~pff/segment/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Parametric min-cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Carreira and C. Sminchisescu. Constrained Parametric Min-Cuts for Automatic Object Segmentation, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://sminchisescu.ins.uni-bonn.de/code/cpmc/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://sminchisescu.ins.uni-bonn.de/code/cpmc/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Common Visual Pattern Discovery</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Common Visual Pattern Discovery via Spatially Coherent Correspondences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Liu, S. Yan, "Common Visual Pattern Discovery via Spatially Coherent Correspondences", CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://sites.google.com/site/lhrbss/home/papers/SimplifiedCode.zip?attredirects=0" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://sites.google.com/site/lhrbss/home/papers/SimplifiedCode.zip?attredirects=0</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse coding simulation software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Olshausen BA, Field DJ, "Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images", Nature 1996</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://redwood.berkeley.edu/bruno/sparsenet/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://redwood.berkeley.edu/bruno/sparsenet/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-flow/min-cut for massive grids</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Delong and Y. Boykov, A Scalable Graph-Cut Algorithm for N-D Grids, CVPR 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/regionpushrelabel-v1.03.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/regionpushrelabel-v1.03.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Horn and Schunck's Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~dqsun/code/hs.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~dqsun/code/hs.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Elad, Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.technion.ac.il/~elad/Various/Matlab-Package-Book.rar" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.technion.ac.il/~elad/Various/Matlab-Package-Book.rar</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Towards Total Scene Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L.-J. Li, R. Socher and Li F.-F.. Towards Total Scene Understanding:Classification, Annotation and Segmentation in an Automatic Framework, CVPR 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.stanford.edu/projects/totalscene/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.stanford.edu/projects/totalscene/index.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration Toolbox for Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://www.vision.caltech.edu/bouguetj/calib_doc/htmls/ref.html</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.caltech.edu/bouguetj/calib_doc/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.caltech.edu/bouguetj/calib_doc/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Turbepixels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levinshtein, A. Stere, K. N. Kutulakos, D. J. Fleet, S. J. Dickinson, and K. Siddiqi, TurboPixels: Fast Superpixels Using Geometric Flows, PAMI 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.toronto.edu/~babalex/research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.toronto.edu/~babalex/research.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Edge Foci Interest Points</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Zitnickand K. Ramnath, Edge Foci Interest Points, ICCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://research.microsoft.com/en-us/um/people/larryz/edgefoci/edge_foci.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://research.microsoft.com/en-us/um/people/larryz/edgefoci/edge_foci.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Local Self-Similarity Descriptor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Shechtman and M. Irani. Matching local self-similarities across images and videos, CVPR, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/SelfSimilarity/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/SelfSimilarity/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Subspace Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Generalized Principal Component Analysis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Vidal, Y. Ma and S. Sastry. Generalized Principal Component Analysis (GPCA), CVPR 2003</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.jhu.edu/downloads/main.php?dlID=c1" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.jhu.edu/downloads/main.php?dlID=c1</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Camera Calibration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">EasyCamCalib</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Barreto, J. Roquette, P. Sturm, and F. Fonseca, Automatic camera calibration applied to medical endoscopy, BMVC, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://arthronav.isr.uc.pt/easycamcalib/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://arthronav.isr.uc.pt/easycamcalib/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Superpixel by Gerg Mori</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">X. Ren and J. Malik. Learning a classification model for segmentation. ICCV, 2003</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.sfu.ca/~mori/research/superpixels/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.sfu.ca/~mori/research/superpixels/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Bank</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Li-Jia Li, Hao Su, Eric P. Xing and Li Fei-Fei. Object Bank: A High-Level Image Representation for Scene Classification and Semantic Feature Sparsification, NIPS 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.stanford.edu/projects/objectbank/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.stanford.edu/projects/objectbank/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectrum Scale Space based Visual Saliency</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J Li, M D. Levine, X An and H. He, Saliency Detection Based on Frequency and Spatial Domain Analyses, BMVC 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cim.mcgill.ca/~lijian/saliency.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cim.mcgill.ca/~lijian/saliency.htm</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fisher Discrimination Dictionary Learning for Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Yang, L. Zhang, X. Feng and D. Zhang, Fisher Discrimination Dictionary Learning for Sparse Representation, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/FDDL.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/FDDL.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Cascade Object Detection with Deformable Part Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb, R. Girshick, D. McAllester. Cascade Object Detection with Deformable Part Models. CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~rbg/star-cascade/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~rbg/star-cascade/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse to Dense Labeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Ochs, T. Brox, Object Segmentation in Video: A Hierarchical Variational Approach for Turning Point Trajectories into Dense Regions, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/SparseToDenseLabeling.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/SparseToDenseLabeling.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dense Point Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Sundaram, T. Brox, K. Keutzer Dense point trajectories by GPU-accelerated large displacement optical flow, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tracking with Online Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Babenko, M.-H. Yang, S. Belongie, Visual Tracking with Online Multiple Instance Learning, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graph Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Reweighted Random Walks for Graph Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Cho, J. Lee, and K. M. Lee, Reweighted Random Walks for Graph Matching, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cv.snu.ac.kr/research/~RRWM/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cv.snu.ac.kr/research/~RRWM/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical Pattern Recognition Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M.I. Schlesinger, V. Hlavac: Ten lectures on the statistical and structural pattern recognition, Kluwer Academic Publishers, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cmp.felk.cvut.cz/cmp/software/stprtool/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cmp.felk.cvut.cz/cmp/software/stprtool/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sprarse coding super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Yang, J. Wright, T. S. Huang, and Y. Ma. Image super-resolution via sparse representation, TIP 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~jyang29/ScSR.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~jyang29/ScSR.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Discriminatively Trained Deformable Part Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb, R. Girshick, D. McAllester, D. Ramanan. Object Detection with Discriminatively Trained Part Based Models, PAMI, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.cs.uchicago.edu/~pff/latent/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.cs.uchicago.edu/~pff/latent/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MIForests</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Leistner, A. Saffari, and H. Bischof, MIForests: Multiple-Instance Learning with Randomized Trees, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ymer.org/amir/software/milforests/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ymer.org/amir/software/milforests/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Large Displacement Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Brox, J. Malik, Large displacement optical flow: descriptor matching in variational motion estimation, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple View Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MATLAB and Octave Functions for Computer Vision and Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. D. Kovesi. MATLAB and Octave Functions for Computer Vision and Image Processing, http://www.csse.uwa.edu.au/~pk/research/matlabfns</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csse.uwa.edu.au/~pk/Research/MatlabFns/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csse.uwa.edu.au/~pk/Research/MatlabFns/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Anisotropic Diffusion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Perona and J. Malik, Scale-space and edge detection using anisotropic diffusion, PAMI 1990</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/14995-anisotropic-diffusion-perona-malik" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/14995-anisotropic-diffusion-perona-malik</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geometric Blur</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. C. Berg, T. L. Berg, and J. Malik. Shape matching and object recognition using low distortion correspondences. CVPR, 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/MKL/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/MKL/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Modeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Matrix Recovery and Completion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/matrix-rank/sample_code.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/matrix-rank/sample_code.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A simple parts and structure object detector</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ICCV 2005 short courses on Recognizing and Learning Object Categories</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/fergus/iccv2005/partsstructure.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/fergus/iccv2005/partsstructure.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Diffusion-based distance</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Ling and K. Okada, Diffusion Distance for Histogram Comparison, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dabi.temple.edu/~hbling/code/DD_v1.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dabi.temple.edu/~hbling/code/DD_v1.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K-SVD</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.technion.ac.il/~ronrubin/Software/ksvdbox13.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.technion.ac.il/~ronrubin/Software/ksvdbox13.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SimpleMKL</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Rakotomamonjy, F. Bach, S. Canu, and Y. Grandvalet. Simplemkl. JMRL, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://asi.insa-rouen.fr/enseignants/~arakotom/code/mklindex.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://asi.insa-rouen.fr/enseignants/~arakotom/code/mklindex.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pyramids of Histograms of Oriented Gradients (PHOG)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Bosch, A. Zisserman, and X. Munoz, Representing shape with a spatial pyramid kernel, CIVR, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/caltech/phog/phog.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/caltech/phog/phog.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient sparse coding algorithms</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Lee, A. Battle, R. Rajat and A. Y. Ng, Efficient sparse coding algorithms, NIPS 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ai.stanford.edu/~hllee/softwares/nips06-sparsecoding.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ai.stanford.edu/~hllee/softwares/nips06-sparsecoding.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering Views for Multi-view Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Furukawa, B. Curless, S. M. Seitz, and R. Szeliski, Towards Internet-scale Multi-view Stereo, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://grail.cs.washington.edu/software/cmvs/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://grail.cs.washington.edu/software/cmvs/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-View Stereo Evaluation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Seitz et al. A Comparison and Evaluation of Multi-View Stereo Reconstruction Algorithms, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.middlebury.edu/mview/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.middlebury.edu/mview/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure and Motion Toolkit in Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cms.brookes.ac.uk/staff/PhilipTorr/Code/code_page_4.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cms.brookes.ac.uk/staff/PhilipTorr/Code/code_page_4.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Training Deformable Models for Localization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ramanan, D. "Learning to Parse Images of Articulated Bodies." NIPS 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~dramanan/papers/parse/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~dramanan/papers/parse/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-Rank Modeling</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">RASL: Robust Batch Alignment of Images by Sparse and Low-Rank Decomposition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Peng, A. Ganesh, J. Wright, W. Xu, and Y. Ma, RASL: Robust Batch Alignment of Images by Sparse and Low-Rank Decomposition, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/matrix-rank/rasl.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/matrix-rank/rasl.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ISOMAP</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://isomap.stanford.edu/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://isomap.stanford.edu/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning-based Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Zheng and C. Kambhamettu, Learning Based Digital Matting, ICCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/31412" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/31412</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Normalized Cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Shi and J Malik, Normalized Cuts and Image Segmentation, PAMI, 2000</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cis.upenn.edu/~jshi/software/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cis.upenn.edu/~jshi/software/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising&nbsp;andStereo Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Belief Propagation for Early Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. F. Felzenszwalb and D. P. Huttenlocher, Efficient Belief Propagation for Early Vision, IJCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~pff/bp/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~pff/bp/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A Linear Subspace Learning Approach via Sparse Coding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Zhang, P. Zhu, Q. Hu and D. Zhang, “A Linear Subspace Learning Approach via Sparse Coding,” ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/LSL_SC.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/LSL_SC.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Text Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Neocognitron for handwritten digit recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Fukushima: "Neocognitron for handwritten digit recognition", Neurocomputing, 2003</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://visiome.neuroinf.jp/modules/xoonips/detail.php?item_id=375" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://visiome.neuroinf.jp/modules/xoonips/detail.php?item_id=375</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Coding for Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Yang, K. Yu, Y. Gong, T. Huang, Linear Spatial Pyramid Matching using Sparse Coding for Image Classification, CVPR, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~jyang29/ScSPM.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~jyang29/ScSPM.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">LDAHash: Binary Descriptors for Matching in Large Image Databases</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. Strecha, A. M. Bronstein, M. M. Bronstein and P. Fua. LDAHash: Improved matching with smaller descriptors, PAMI, 2011.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.epfl.ch/research/detect/ldahash/index.php" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.epfl.ch/research/detect/ldahash/index.php</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">ClassCut for Unsupervised Class Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Alexe, T. Deselaers and V. Ferrari, ClassCut for Unsupervised Class Segmentation, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/classcut/ClassCut-release.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/classcut/ClassCut-release.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature SIMilarity Index</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/IQA/FSIM/FSIM.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/IQA/FSIM/FSIM.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Attention via Information Maximization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Bruce and J. Tsotsos. Saliency based on information maximization. In NIPS, 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.yorku.ca/~neil/AIM.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.yorku.ca/~neil/AIM.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">What makes a good model of natural images ?</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Weiss and W. T. Freeman, CVPR 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~yweiss/BRFOE.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~yweiss/BRFOE.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Mean-Shift Image Segmentation - Matlab Wrapper</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Comaniciu, P Meer. Mean Shift: A Robust Approach Toward Feature Space Analysis. PAMI 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/edison_matlab_interface.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/edison_matlab_interface.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geodesic Star Convexity for Interactive Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">V. Gulshan, C. Rother, A. Criminisi, A. Blake and A. Zisserman. Geodesic star convexity for interactive image segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/iseg/index.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/iseg/index.shtml</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Affine-SIFT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J.M. Morel and G.Yu, ASIFT, A new framework for fully affine invariant image comparison. SIAM Journal on Imaging Sciences, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ipol.im/pub/algo/my_affine_sift/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ipol.im/pub/algo/my_affine_sift/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-label optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Boykov, O. Verksler, and R. Zabih, Fast Approximate Energy Minimization via Graph Cuts, PAMI 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.csd.uwo.ca/code/gco-v3.0.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.csd.uwo.ca/code/gco-v3.0.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Scale-invariant feature transform (SIFT) - Demo Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ubc.ca/~lowe/keypoints/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ubc.ca/~lowe/keypoints/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">KLT: An Implementation of the Kanade-Lucas-Tomasi Feature Tracker</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. D. Lucas and T. Kanade. An Iterative Image Registration Technique with an Application to Stereo Vision. IJCAI, 1981</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ces.clemson.edu/~stb/klt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ces.clemson.edu/~stb/klt/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Affine Covariant Features</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Tuytelaars and K. Mikolajczyk, Local Invariant Feature Detectors: A Survey, Foundations and Trends in Computer Graphics and Vision, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/affine/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/affine/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Segmenting Scenes by Matching Image Composites</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Russell, A. A. Efros, J. Sivic, W. T. Freeman, A. Zisserman, NIPS 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.washington.edu/homes/bcr/projects/SceneComposites/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.washington.edu/homes/bcr/projects/SceneComposites/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">OWT-UCM Hierarchical Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Arbelaez, M. Maire, C. Fowlkes and J. Malik. Contour Detection and Hierarchical Image Segmentation. PAMI, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/resources.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/resources.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Matching&nbsp;andImage Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">The Pyramid Match: Efficient Matching for Retrieval and Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. Grauman and T. Darrell. The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features, ICCV 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/research/projects/pmk/pmk_projectpage.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/research/projects/pmk/pmk_projectpage.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bayesian Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Y. Chuang, B. Curless, D. H. Salesin, and R. Szeliski, A Bayesian Approach to Digital Matting, CVPR, 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www1.idc.ac.il/toky/CompPhoto-09/Projects/Stud_projects/Miki/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www1.idc.ac.il/toky/CompPhoto-09/Projects/Stud_projects/Miki/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Richardson-Lucy Deblurring for Scenes under Projective Motion Path</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y.-W. Tai, P. Tan, M. S. Brown: Richardson-Lucy Deblurring for Scenes under Projective Motion Path, PAMI 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://yuwing.kaist.ac.kr/projects/projectivedeblur/projectivedeblur_files/ProjectiveDeblur.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://yuwing.kaist.ac.kr/projects/projectivedeblur/projectivedeblur_files/ProjectiveDeblur.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Articulated Pose Estimation using Flexible Mixtures of Parts</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Yang, D. Ramanan, Articulated Pose Estimation using Flexible Mixtures of Parts, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://phoenix.ics.uci.edu/software/pose/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://phoenix.ics.uci.edu/software/pose/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">BRIEF: Binary Robust Independent Elementary Features</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Calonder, V. Lepetit, C. Strecha, P. Fua, BRIEF: Binary Robust Independent Elementary Features, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.epfl.ch/research/detect/brief/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.epfl.ch/research/detect/brief/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Global and Efficient Self-Similarity</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Deselaers and V. Ferrari. Global and Efficient Self-Similarity for Object Classification and Detection. CVPR 2010andT. Deselaers, V. Ferrari, Global and Efficient Self-Similarity for Object Classification and Detection, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/gss/selfsim_release1.0.tgz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/gss/selfsim_release1.0.tgz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multi-frame image super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pickup, L. C. Machine Learning in Multi-frame Image Super-resolution, PhD thesis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/SR/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/SR/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Scale-invariant feature transform (SIFT) - Library</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://blogs.oregonstate.edu/hess/code/sift/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://blogs.oregonstate.edu/hess/code/sift/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering-based Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Chatterjee and P. Milanfar, Clustering-based Denoising with Locally Learned Dictionaries (K-LLD), TIP, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://users.soe.ucsc.edu/~priyam/K-LLD/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://users.soe.ucsc.edu/~priyam/K-LLD/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Recognition by Association via Learning Per-exemplar Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Malisiewicz, A. A. Efros, Recognition by Association via Learning Per-exemplar Distances, CVPR 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~tmalisie/projects/cvpr08/dfuns.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~tmalisie/projects/cvpr08/dfuns.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Superpixel Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Wang, H. Lu, F. Yang, and M.-H. Yang, Superpixel Tracking, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://faculty.ucmerced.edu/mhyang/papers/iccv11a.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://faculty.ucmerced.edu/mhyang/papers/iccv11a.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SPArse Modeling Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Mairal, F. Bach, J. Ponce and G. Sapiro. Online Learning for Matrix Factorization and Sparse Coding, JMLR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.di.ens.fr/willow/SPAMS/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.di.ens.fr/willow/SPAMS/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency detection: A spectral residual approach</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">X. Hou and L. Zhang. Saliency detection: A spectral residual approach. CVPR, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.klab.caltech.edu/~xhou/projects/spectralResidual/spectralresidual.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.klab.caltech.edu/~xhou/projects/spectralResidual/spectralresidual.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Guided Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. He, J. Sun, X. Tang, Guided Image Filtering, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://personal.ie.cuhk.edu.hk/~hkm007/eccv10/guided-filter-code-v1.rar" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://personal.ie.cuhk.edu.hk/~hkm007/eccv10/guided-filter-code-v1.rar</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fast Directional Chamfer Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.umiacs.umd.edu/~mingyliu/src/fdcm_matlab_wrapper_v0.2.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.umiacs.umd.edu/~mingyliu/src/fdcm_matlab_wrapper_v0.2.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L1 Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">X. Mei and H. Ling, Robust Visual Tracking using L1 Minimization, ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dabi.temple.edu/~hbling/code_data.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dabi.temple.edu/~hbling/code_data.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Region-based Object Proposal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">I. Endres and D. Hoiem. Category Independent Object Proposals, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.cs.uiuc.edu/proposals/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.cs.uiuc.edu/proposals/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ensemble of Exemplar-SVMs for Object Detection and Beyond</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Malisiewicz, A. Gupta, A. A. Efros, Ensemble of Exemplar-SVMs for Object Detection and Beyond , ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~tmalisie/projects/iccv11/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~tmalisie/projects/iccv11/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimension Reduction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dimensionality Reduction Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://homepage.tudelft.nl/19j49/Matlab_Toolbox_for_Dimensionality_Reduction.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://homepage.tudelft.nl/19j49/Matlab_Toolbox_for_Dimensionality_Reduction.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Viola-Jones Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Viola and M. Jones, Rapid Object Detection Using a Boosted Cascade of Simple Features, CVPR, 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://pr.willowgarage.com/wiki/FaceDetection" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://pr.willowgarage.com/wiki/FaceDetection</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Implicit Shape Model</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">B. Leibe, A. Leonardis, B. Schiele. Robust Object Detection with Interleaved Categorization and Segmentation, IJCV, 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~bleibe/code/ism.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~bleibe/code/ism.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency detection using maximum symmetric surround</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Achanta and S. Susstrunk. Saliency detection using maximum symmetric surround. In ICIP, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ivrg.epfl.ch/supplementary_material/RK_ICIP2010/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ivrg.epfl.ch/supplementary_material/RK_ICIP2010/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fast Bilateral Filter</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Paris and F. Durand, A Fast Approximation of the Bilateral Filter using a Signal Processing Approach, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/sparis/bf/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/sparis/bf/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FastICA package for MATLAB</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://research.ics.tkk.fi/ica/book/</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://research.ics.tkk.fi/ica/fastica/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://research.ics.tkk.fi/ica/fastica/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Maximally stable extremal regions (MSER)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Matas, O. Chum, M. Urba, and T. Pajdla. Robust wide baseline stereo from maximally stable extremal regions. BMVC, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/affine/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/affine/</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bundler</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Snavely, S M. Seitz, R Szeliski. Photo Tourism: Exploring image collections in 3D. SIGGRAPH 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://phototour.cs.washington.edu/bundler/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://phototour.cs.washington.edu/bundler/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Online Discriminative Object Tracking with Local Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Wang, F. Chen, W. Xu, and M.-H. Yang, Online Discriminative Object Tracking with Local Sparse Representation, WACV 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://faculty.ucmerced.edu/mhyang/code/wacv12a_code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://faculty.ucmerced.edu/mhyang/code/wacv12a_code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Closed Form Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting, PAMI 2008.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/alevin/matting.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/alevin/matting.tar.gz</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">GradientShop</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Bhat, C.L. Zitnick, M. Cohen, B. Curless, and J. Kim, GradientShop: A Gradient-Domain Optimization Framework for Image and Video Filtering, TOG 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://grail.cs.washington.edu/projects/gradientshop/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://grail.cs.washington.edu/projects/gradientshop/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Incremental Learning for Robust Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Ross, J. Lim, R.-S. Lin, M.-H. Yang, Incremental Learning for Robust Visual Tracking, IJCV 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.toronto.edu/~dross/ivt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.toronto.edu/~dross/ivt/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Color Descriptor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">K. E. A. van de Sande, T. Gevers and Cees G. M. Snoek, Evaluating Color Descriptors for Object and Scene Recognition, PAMI, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://koen.me/research/colordescriptors/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://koen.me/research/colordescriptors/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Entropy Rate Superpixel Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M.-Y. Liu, O. Tuzel, S. Ramalingam, and R. Chellappa, Entropy Rate Superpixel Segmentation, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.umiacs.umd.edu/~mingyliu/src/ers_matlab_wrapper_v0.1.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.umiacs.umd.edu/~mingyliu/src/ers_matlab_wrapper_v0.1.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Domain Transformation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Gastal, M. Oliveira, Domain Transform for Edge-Aware Image and Video Processing, SIGGRAPH 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://inf.ufrgs.br/~eslgastal/DomainTransform/DomainTransformFilters-Source-v1.0.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://inf.ufrgs.br/~eslgastal/DomainTransform/DomainTransformFilters-Source-v1.0.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernel Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">OpenKernel.org</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">F. Orabona and L. Jie. Ultra-fast optimization algorithm for sparse multi kernel learning. ICML, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.openkernel.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.openkernel.org/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Efficient Graph-based Image Segmentation - Matlab Wrapper</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">P. Felzenszwalb and D. Huttenlocher. Efficient Graph-Based Image Segmentation, IJCV 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/25866-efficient-graph-based-image-segmentation" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/25866-efficient-graph-based-image-segmentation</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Biased Normalized Cut</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Maji, N. Vishnoi and J. Malik, Biased Normalized Cut, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.berkeley.edu/~smaji/projects/biasedNcuts/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.berkeley.edu/~smaji/projects/biasedNcuts/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stereo</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Constant-Space Belief Propagation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Q. Yang, L. Wang, and N. Ahuja, A Constant-Space Belief Propagation Algorithm for Stereo Matching, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cityu.edu.hk/~qiyang/publications/code/cvpr-10-csbp/csbp.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cityu.edu.hk/~qiyang/publications/code/cvpr-10-csbp/csbp.htm</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Speeded Up Robust Feature (SURF) - Open SURF</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Bay, T. Tuytelaars and L. V. Gool SURF: Speeded Up Robust Features, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.chrisevansdev.com/computer-vision-opensurf.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.chrisevansdev.com/computer-vision-opensurf.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Online boosting trackers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Grabner, and H. Bischof, On-line Boosting and Vision, CVPR, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/boostingTrackers/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/boostingTrackers/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparsity-based Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">W. Dong, X. Li, L. Zhang and G. Shi, Sparsity-based Image Denoising vis Dictionary Learning and Structural Clustering, CVPR, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csee.wvu.edu/~xinl/CSR.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csee.wvu.edu/~xinl/CSR.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Scale-invariant feature transform (SIFT) - VLFeat</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vlfeat.org/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vlfeat.org/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Clustering - UW Project</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.stat.washington.edu/spectral/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.stat.washington.edu/spectral/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Analyzing spatially varying blur</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Chakrabarti, T. Zickler, and W. T. Freeman, Analyzing Spatially-varying Blur, CVPR 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.harvard.edu/~ayanc/svblur/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.harvard.edu/~ayanc/svblur/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Instance Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">DD-SVM</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yixin Chen and James Z. Wang, Image Categorization by Learning and Reasoning with Regions, JMLR 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">GIST Descriptor</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Oliva and A. Torralba. Modeling the shape of the scene: a holistic representation of the spatial envelope, IJCV, 2001</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/torralba/code/spatialenvelope/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/torralba/code/spatialenvelope/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Texture Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Varma and A. Zisserman, A statistical approach to texture classification from single images, IJCV2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/research/texclass/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/research/texclass/index.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonrigid Structure From Motion in Trajectory Space</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.lums.edu.pk/nrsfm/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.lums.edu.pk/nrsfm/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alpha Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shared Matting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. S. L. Gastal and M. M. Oliveira, Computer Graphics Forum, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.inf.ufrgs.br/~eslgastal/SharedMatting/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.inf.ufrgs.br/~eslgastal/SharedMatting/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D Gradients (HOG3D)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Klaser, M. Marszałek, and C. Schmid, BMVC, 2008.</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lear.inrialpes.fr/people/klaeser/research_hog3d" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lear.inrialpes.fr/people/klaeser/research_hog3d</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Denoising</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernel Regressions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.soe.ucsc.edu/~htakeda/MatlabApp/KernelRegressionBasedImageProcessingToolBox_ver1-1beta.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.soe.ucsc.edu/~htakeda/MatlabApp/KernelRegressionBasedImageProcessingToolBox_ver1-1beta.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Boundary Preserving Dense Local Regions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Kim and K. Grauman, Boundary Preserving Dense Local Regions, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.cs.utexas.edu/projects/bplr/bplr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.cs.utexas.edu/projects/bplr/bplr.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">SuperParsing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Tighe and S. Lazebnik, SuperParsing: Scalable Nonparametric Image Parsing with Superpixels, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~jtighe/Papers/ECCV10/eccv10-jtighe-code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~jtighe/Papers/ECCV10/eccv10-jtighe-code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Weighted Least Squares Filter</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Z. Farbman, R. Fattal, D. Lischinski, R. Szeliski, Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation, SIGGRAPH 2008</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~danix/epd/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~danix/epd/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Single-Image Super-Resolution Matlab Package</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Zeyde, M. Elad, and M. Protter, On Single Image Scale-Up using Sparse-Representations, LNCS 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.technion.ac.il/~elad/Various/Single_Image_SR.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.technion.ac.il/~elad/Various/Single_Image_SR.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Blocks World Revisited: Image Understanding using Qualitative Geometry and Mechanics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Gupta, A. A. Efros, M. Hebert, Blocks World Revisited: Image Understanding using Qualitative Geometry and Mechanics, ECCV 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~abhinavg/blocksworld/#downloads" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~abhinavg/blocksworld/#downloads</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shape Context</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Belongie, J. Malik and J. Puzicha. Shape matching and object recognition using shape contexts, PAMI, 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/sc_digits.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/sc_digits.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Processing&nbsp;andImage Filtering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Piotr's Image &amp; Video Matlab Toolbox</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Piotr Dollar, Piotr's Image &amp; Video Matlab Toolbox, http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Illumination, Reflectance, and Shadow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J-F. Lalonde, A. A. Efros, S. G. Narasimhan, Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences, SIGGRAPH Asia 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~jlalonde/software.html#skyModel" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~jlalonde/software.html#skyModel</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Calvin Upper-Body Detector</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Marcin, F. Vittorio, Better Appearance Models for Pictorial Structures, BMVC 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.vision.ee.ethz.ch/~calvin/calvin_upperbody_detector/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.vision.ee.ethz.ch/~calvin/calvin_upperbody_detector/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Locality-constrained Linear Coding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Locality-constrained Linear Coding for Image Classification, CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~jyang29/LLC.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~jyang29/LLC.htm</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection&nbsp;andFeature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Speeded Up Robust Feature (SURF) - Matlab Wrapper</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Bay, T. Tuytelaars and L. V. Gool SURF: Speeded Up Robust Features, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.maths.lth.se/matematiklth/personal/petter/surfmex.php" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.maths.lth.se/matematiklth/personal/petter/surfmex.php</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pose Estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Estimating Human Pose from Occluded Images</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J.-B. Huang and M.-H. Yang, Estimating Human Pose from Occluded Images, ACCV 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://faculty.ucmerced.edu/mhyang/code/accv09_pose.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://faculty.ucmerced.edu/mhyang/code/accv09_pose.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">OpenSourcePhotogrammetry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://opensourcephotogrammetry.blogspot.com/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://opensourcephotogrammetry.blogspot.com/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spatial Pyramid Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Lazebnik, C. Schmid, and J. Ponce. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories, CVPR 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~lazebnik/research/SpatialPyramid.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~lazebnik/research/SpatialPyramid.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nearest Neighbors Matching</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Coherency Sensitive Hashing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Korman, S. Avidan, Coherency Sensitive Hashing, ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eng.tau.ac.il/~simonk/CSH/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eng.tau.ac.il/~simonk/CSH/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Segmentation by Minimum Code Length</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Y. Yang, J. Wright, S. Shankar Sastry, Y. Ma , Unsupervised Segmentation of Natural Images via Lossy Data Compression, CVIU, 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://perception.csl.uiuc.edu/coding/image_segmentation/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://perception.csl.uiuc.edu/coding/image_segmentation/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Frequency-tuned salient region detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Achanta, S. Hemami, F. Estrada, and S. Susstrunk. Frequency-tuned salient region detection. In CVPR, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ivrgwww.epfl.ch/supplementary_material/RK_CVPR09/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ivrgwww.epfl.ch/supplementary_material/RK_CVPR09/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MRF Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Max-flow/min-cut for shape fitting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">V. Lempitsky and Y. Boykov, Global Optimization for Shape Fitting, CVPR 2007</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csd.uwo.ca/faculty/yuri/Implementations/TouchExpand.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csd.uwo.ca/faculty/yuri/Implementations/TouchExpand.zip</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Canny Edge Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. Canny, A Computational Approach To Edge Detection, PAMI, 1986</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/help/toolbox/images/ref/edge.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/help/toolbox/images/ref/edge.html</a></td> 
 </tr> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Multiple Kernels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Vedaldi, V. Gulshan, M. Varma, and A. Zisserman, Multiple Kernels for Object Detection. ICCV, 2009</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.robots.ox.ac.uk/~vgg/software/MKL/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.robots.ox.ac.uk/~vgg/software/MKL/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Segmentation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Mean-Shift Image Segmentation - EDISON</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Comaniciu, P Meer. Mean Shift: A Robust Approach Toward Feature Space Analysis. PAMI 2002</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://coewww.rutgers.edu/riul/research/code/EDISON/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://coewww.rutgers.edu/riul/research/code/EDISON/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Quality Assessment</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Degradation Model</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://users.ece.utexas.edu/~bevans/papers/2000/imageQuality/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://users.ece.utexas.edu/~bevans/papers/2000/imageQuality/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ensemble of Exemplar-SVMs</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Malisiewicz, A. Gupta, A. Efros. Ensemble of Exemplar-SVMs for Object Detection and Beyond . ICCV, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~tmalisie/projects/iccv11/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~tmalisie/projects/iccv11/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Radon Transform</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. S. Cho, S. Paris, B. K. P. Horn, W. T. Freeman, Blur kernel estimation using the radon transform, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://people.csail.mit.edu/taegsang/Documents/RadonDeblurringCode.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://people.csail.mit.edu/taegsang/Documents/RadonDeblurringCode.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Deblurring</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Eficient Marginal Likelihood Optimization in Blind Deconvolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Levin, Y. Weiss, F. Durand, W. T. Freeman. Efficient Marginal Likelihood Optimization in Blind Deconvolution, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.wisdom.weizmann.ac.il/~levina/papers/LevinEtalCVPR2011Code.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.wisdom.weizmann.ac.il/~levina/papers/LevinEtalCVPR2011Code.zip</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">FAST Corner Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Rosten and T. Drummond, Machine learning for high-speed corner detection, ECCV, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.edwardrosten.com/work/fast.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.edwardrosten.com/work/fast.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Super-resolution</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">MDSP Resolution Enhancement Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Farsiu, D. Robinson, M. Elad, and P. Milanfar, Fast and Robust Multi-frame Super-resolution, TIP 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://users.soe.ucsc.edu/~milanfar/software/superresolution.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://users.soe.ucsc.edu/~milanfar/software/superresolution.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction&nbsp;andObject Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Histogram of Oriented Graidents - INRIA Object Localization Toolkit</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">N. Dalal and B. Triggs. Histograms of Oriented Gradients for Human Detection. CVPR 2005</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.navneetdalal.com/software" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.navneetdalal.com/software</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">H. Pirsiavash, D. Ramanan, C. Fowlkes. "Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects, CVPR 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ics.uci.edu/~hpirsiav/papers/tracking_cvpr11_release_v1.0.tar.gz" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ics.uci.edu/~hpirsiav/papers/tracking_cvpr11_release_v1.0.tar.gz</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Saliency Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Segmenting salient objects from images and videos</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">E. Rahtu, J. Kannala, M. Salo, and J. Heikkila. Segmenting salient objects from images and videos. CVPR, 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cse.oulu.fi/MVG/Downloads/saliency" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cse.oulu.fi/MVG/Downloads/saliency</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Tracking</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Yilmaz, O. Javed and M. Shah, Object Tracking: A Survey, ACM Journal of Computing Surveys, Vol. 38, No. 4, 2006</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://plaza.ufl.edu/lvtaoran/object%20tracking.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://plaza.ufl.edu/lvtaoran/object%20tracking.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Boosting Resources by Liangliang Cao</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">http://www.ifp.illinois.edu/~cao4/reading/boostingbib.htm</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ifp.illinois.edu/~cao4/reading/boostingbib.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ifp.illinois.edu/~cao4/reading/boostingbib.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Netlab Neural Network Software</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">C. M. Bishop, Neural Networks for Pattern RecognitionㄝOxford University Press, 1995</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www1.aston.ac.uk/eas/research/groups/ncrg/resources/netlab/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www1.aston.ac.uk/eas/research/groups/ncrg/resources/netlab/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Classical Variational Optical Flow</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">T. Brox, A. Bruhn, N. Papenberg, J. Weickert, High accuracy optical flow estimation based on a theory for warping, ECCV 2004</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://lmb.informatik.uni-freiburg.de/resources/binaries/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://lmb.informatik.uni-freiburg.de/resources/binaries/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Centralized Sparse Representation for Image Restoration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">W. Dong, L. Zhang and G. Shi, “Centralized Sparse Representation for Image Restoration,” ICCV 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www4.comp.polyu.edu.hk/~cslzhang/code/CSR_IR.zip" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www4.comp.polyu.edu.hk/~cslzhang/code/CSR_IR.zip</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Introduction to Computer Vision, Stanford University, Winter 2010-2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fei-Fei Li</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.stanford.edu/teaching/cs223b/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.stanford.edu/teaching/cs223b/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision: From 3D Reconstruction to Visual Recognition, Fall 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Silvio Savarese and Fei-Fei Li</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://www.coursera.org/course/computervision" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://www.coursera.org/course/computervision</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of Texas at Austin, Spring 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kristen Grauman</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/courses/spring2011/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/courses/spring2011/index.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning-Based Methods in Vision, CMU, Spring 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alexei “Alyosha” Efros and Leonid Sigal</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://docs.google.com/document/pub?id=1jGBn7zPDEaU33fJwi3YI_usWS-U6gpSSJotV_2gDrL0" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://docs.google.com/document/pub?id=1jGBn7zPDEaU33fJwi3YI_usWS-U6gpSSJotV_2gDrL0</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Recognition, University of Texas at Austin, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kristen Grauman</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/courses/fall2011/schedule.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/courses/fall2011/schedule.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Introduction to Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">James Hays, Brown University, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/courses/cs143/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/courses/cs143/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of North Carolina at Chapel Hill, Spring 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Svetlana Lazebnik</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~lazebnik/spring10/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~lazebnik/spring10/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision: The Fundamentals, University of California at Berkeley, Fall 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Jitendra Malik</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://www.coursera.org/course/vision" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://www.coursera.org/course/vision</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography, University of Illinois, Urbana-Champaign, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Derek Hoiem</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.illinois.edu/class/fa11/cs498dh/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.illinois.edu/class/fa11/cs498dh/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Inference in Graphical Models, Stanford University, Spring 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Andrea Montanari, Stanford University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.stanford.edu/~montanar/TEACHING/Stat375/stat375.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.stanford.edu/~montanar/TEACHING/Stat375/stat375.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, New York University, Fall 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Rob Fergus</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cs.nyu.edu/~fergus/teaching/vision_2012/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cs.nyu.edu/~fergus/teaching/vision_2012/index.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Advances in Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Antonio Torralba, MIT, Spring 2010</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://groups.csail.mit.edu/vision/courses/6.869/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://groups.csail.mit.edu/vision/courses/6.869/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of Illinois, Urbana-Champaign, Spring 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Derek Hoiem</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.illinois.edu/class/sp12/cs543/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.illinois.edu/class/sp12/cs543/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Photography, CMU, Fall 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alexei “Alyosha” Efros</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://graphics.cs.cmu.edu/courses/15-463/2011_fall/463.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://graphics.cs.cmu.edu/courses/15-463/2011_fall/463.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Course</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision, University of Washington, Winter 2012</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Steven Seitz</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.washington.edu/education/courses/cse455/12wi/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.washington.edu/education/courses/cse455/12wi/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source Code Collection for Reproducible Research</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">collected by Xin Li, Lane Dept of CSEE, West Virginia University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csee.wvu.edu/~xinl/reproducible_research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csee.wvu.edu/~xinl/reproducible_research.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Image Analysis, Computer Vision Conferences</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">USC</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://iris.usc.edu/information/Iris-Conferences.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://iris.usc.edu/information/Iris-Conferences.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CV Papers on the web</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVPapers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cvpapers.com/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cvpapers.com/index.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVonline</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVonline: The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://homepages.inf.ed.ac.uk/rbf/CVonline/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://homepages.inf.ed.ac.uk/rbf/CVonline/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Dataset</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Compiled list of recognition datasets</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">compiled by Kristen Grauman</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.utexas.edu/~grauman/courses/spring2008/datasets.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.utexas.edu/~grauman/courses/spring2008/datasets.htm</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Annotated Computer Vision Bibliography</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">compiled by Keith Price</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://iris.usc.edu/Vision-Notes/bibliography/contents.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://iris.usc.edu/Vision-Notes/bibliography/contents.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">The Computer Vision homepage</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision Industry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">The Computer Vision Industry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David Lowe</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.ubc.ca/~lowe/vision.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.ubc.ca/~lowe/vision.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision Algorithm Implementations</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVPapers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cvpapers.com/rr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cvpapers.com/rr.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Link</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CV Datasets on the web</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">CVPapers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cvpapers.com/datasets.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cvpapers.com/datasets.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Visual Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Understanding Visual Scenes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Antonio Torralba, MIT</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_torralba_uvs/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_torralba_uvs/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Neuroscience</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning in Hierarchical Architectures: from Neuroscience to Derived Kernels</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tomaso A. Poggio, McGovern Institute for Brain Research, Massachusetts Institute of Technology</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09us_poggio_lhandk/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09us_poggio_lhandk/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Deep Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A tutorial on Deep Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geoffrey E. Hinton, Department of Computer Science, University of Toronto</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/jul09_hinton_deeplearn/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/jul09_hinton_deeplearn/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Boosting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Theory and Applications of Boosting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Robert Schapire, Department of Computer Science, Princeton University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09us_schapire_tab/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09us_schapire_tab/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models and message-passing algorithms</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Martin J. Wainwright, University of California at Berkeley</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss2011_wainwright_messagepassing/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss2011_wainwright_messagepassing/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical Learning Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical Learning Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">John Shawe-Taylor, Centre for Computational Statistics and Machine Learning, University College London</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss04_taylor_slt/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss04_taylor_slt/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Gaussian Process</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Gaussian Process Basics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David MacKay, University of Cambridge</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/gpip06_mackay_gpb/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/gpip06_mackay_gpb/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David MacKay, University of Cambridge</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09uk_mackay_it/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09uk_mackay_it/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization Algorithms in Machine Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stephen J. Wright, Computer Sciences Department, University of Wisconsin - Madison</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips2010_wright_oaml/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips2010_wright_oaml/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bayesian Inference</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Introduction To Bayesian Inference</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Christopher Bishop, Microsoft Research</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09uk_bishop_ibi/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09uk_bishop_ibi/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Bayesian Nonparametrics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Modern Bayesian Nonparametrics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Peter Orbanz and Yee Whye Teh</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=F0_ih7THV94&amp;feature=relmfu" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=F0_ih7THV94&amp;feature=relmfu</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kernels and Distances</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Machine learning and kernel methods for computer vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Francis R. Bach, INRIA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/etvc08_bach_mlakm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/etvc08_bach_mlakm/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Convex Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Lieven Vandenberghe, Electrical Engineering Department, University of California, Los Angeles</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss2011_vandenberghe_convex/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss2011_vandenberghe_convex/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Energy Minimization with Label costs and Applications in Multi-Model Fitting</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yuri Boykov, Department of Computer Science, University of Western Ontario</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nipsworkshops2010_boykov_eml/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nipsworkshops2010_boykov_eml/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Recognition with Deformable Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pedro Felzenszwalb, Brown University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=_J_clwqQ4gI" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=_J_clwqQ4gI</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Low-level vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning and Inference in Low-Level Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yair Weiss, School of Computer Science and Engineering, The Hebrew University of Jerusalem</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_weiss_lil/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_weiss_lil/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D Computer Vision: Past, Present, and Future</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Steven Seitz, University of Washington, Google Tech Talk, 2011</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=kyIzMr917Rc" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=kyIzMr917Rc</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Who is Afraid of Non-Convex Loss Functions?</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yann LeCun, New York University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/eml07_lecun_wia/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/eml07_lecun_wia/</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Representation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sparse Methods for Machine Learning: Theory and Algorithms</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Francis R. Bach, INRIA</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_bach_smm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_bach_smm/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization and Support Vector Machines</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Optimization Algorithms in Support Vector Machines</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Stephen J. Wright, Computer Sciences Department, University of Wisconsin - Madison</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/mlss09us_wright_oasvm/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/mlss09us_wright_oasvm/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Information Theory in Learning and Control</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Naftali (Tali) Tishby, The Hebrew University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.youtube.com/watch?v=GKm53xGbAOk&amp;feature=relmfu" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.youtube.com/watch?v=GKm53xGbAOk&amp;feature=relmfu</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Talk</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Relative Entropy</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Relative Entropy</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Sergio Verdu, Princeton University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://videolectures.net/nips09_verdu_re/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://videolectures.net/nips09_verdu_re/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Object Detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Geometry constrained parts based detection</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Simon Lucey, Jason Saragih, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ci2cv.net/tutorials/iccv-2011/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ci2cv.net/tutorials/iccv-2011/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Learning with inference for discrete graphical models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nikos Komodakis, Pawan Kumar, Nikos Paragios, Ramin Zabih, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.csd.uoc.gr/~komod/ICCV2011_tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.csd.uoc.gr/~komod/ICCV2011_tutorial/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational Calculus</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational methods for computer vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Daniel Cremers, Bastian Goldlucke, Thomas Pock, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvpr.in.tum.de/tutorials/iccv2011" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvpr.in.tum.de/tutorials/iccv2011</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D perception</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer Vision and 3D Perception for Robotics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Radu Bogdan Rusu, Gary Bradski, Caroline Pantofaru, Stefan Hinterstoisser, Stefan Holzer, Kurt Konolige and Andrea Vedaldi, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.willowgarage.com/workshops/2010/eccv" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.willowgarage.com/workshops/2010/eccv</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Looking at people: The past, the present and the future</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">L. Sigal, T. Moeslund, A. Hilton, V. Kruger, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.brown.edu/~ls/iccv2011tutorial.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.brown.edu/~ls/iccv2011tutorial.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-linear Least Squares</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computer vision fundamentals: robust non-linear least-squares and their applications</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pascal Fua, Vincent Lepetit, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvlab.epfl.ch/~fua/courses/lsq/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvlab.epfl.ch/~fua/courses/lsq/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Frontiers of Human Activity Analysis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">J. K. Aggarwal, Michael S. Ryoo, and Kris Kitani, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvrc.ece.utexas.edu/mryoo/cvpr2011tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvrc.ece.utexas.edu/mryoo/cvpr2011tutorial/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structured Prediction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structured Prediction and Learning in Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">S. Nowozin and C. Lampert, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.nowozin.net/sebastian/cvpr2011tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.nowozin.net/sebastian/cvpr2011tutorial/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Action Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Statistical and Structural Recognition of Human Actions</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ivan Laptev and Greg Mori, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="https://sites.google.com/site/humanactionstutorialeccv10/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">https://sites.google.com/site/humanactionstutorialeccv10/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Symmetry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Symmetry: Past, Current, Future</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Yanxi Liu, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://vision.cse.psu.edu/research/symmComp/index.shtml" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://vision.cse.psu.edu/research/symmComp/index.shtml</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">David Kriegman and Serge Belongie</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.unc.edu/~lazebnik/spring10/matlab.intro.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.unc.edu/~lazebnik/spring10/matlab.intro.html</a></td> 
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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Matlab</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Writing Fast MATLAB Code</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Pascal Getreuer, Yale University</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.mathworks.com/matlabcentral/fileexchange/5685" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.mathworks.com/matlabcentral/fileexchange/5685</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Spectral Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A Tutorial on Spectral Clustering</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Ulrike von Luxburg, Max Planck Institute for Biological Cybernetics</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://web.mit.edu/~wingated/www/introductions/tutorial_on_spectral_clustering.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://web.mit.edu/~wingated/www/introductions/tutorial_on_spectral_clustering.pdf</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Learning, Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Learning for Image Classification</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kai Yu and Andrew Ng, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://ufldl.stanford.edu/eccv10-tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://ufldl.stanford.edu/eccv10-tutorial/</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Shape Analysis, Diffusion Geometry</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Diffusion Geometry Methods in Shape Analysis</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Brontein and M. Bronstein, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://tosca.cs.technion.ac.il/book/course_eccv10.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://tosca.cs.technion.ac.il/book/course_eccv10.html</a></td> 
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 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Graphical Models, Exponential Families, and Variational Inference</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Martin J. Wainwright and Michael I. Jordan, University of California at Berkeley</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.eecs.berkeley.edu/~wainwrig/Papers/WaiJor08_FTML.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.eecs.berkeley.edu/~wainwrig/Papers/WaiJor08_FTML.pdf</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Color Image Processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Color image understanding: from acquisition to high-level image understanding</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Theo Gevers, Keigo Hirakawa, Joost van de Weijer, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cat.uab.cat/~joost/tutorial_iccv.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cat.uab.cat/~joost/tutorial_iccv.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Structure from motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Nonrigid Structure from Motion</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Y. Sheikh and Sohaib Khan, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.cmu.edu/~yaser/ECCV2010Tutorial.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.cmu.edu/~yaser/ECCV2010Tutorial.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Expectation Maximization</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Jeff A. Bilmes, University of California at Berkeley</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://crow.ee.washington.edu/people/bulyko/papers/em.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://crow.ee.washington.edu/people/bulyko/papers/em.pdf</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Decision Forests</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Decision forests for classification, regression, clustering and density estimation</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">A. Criminisi, J. Shotton and E. Konukoglu, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://research.microsoft.com/en-us/groups/vision/decisionforests.aspx" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://research.microsoft.com/en-us/groups/vision/decisionforests.aspx</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D point cloud processing</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">3D point cloud processing: PCL (Point Cloud Library)</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">R. Rusu, S. Holzer, M. Dixon, V. Rabaud, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.pointclouds.org/media/iccv2011.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.pointclouds.org/media/iccv2011.html</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image Registration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tools and Methods for Image Registration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Brown, G. Carneiro, A. A. Farag, E. Hancock, A. A. Goshtasby (Organizer), J. Matas, J.M. Morel, N. S. Netanyahu, F. Sur, and G. Yu, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.imgfsr.com/CVPR2011/Tutorial6/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.imgfsr.com/CVPR2011/Tutorial6/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-rigid registration</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Non-rigid registration and reconstruction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Alessio Del Bue, Lourdes Agapito, Adrien Bartoli, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.isr.ist.utl.pt/~adb/tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.isr.ist.utl.pt/~adb/tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational Calculus</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Variational Methods in Computer Vision</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">D. Cremers, B. Goldlücke, T. Pock, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://cvpr.cs.tum.edu/tutorials/eccv2010" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://cvpr.cs.tum.edu/tutorials/eccv2010</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Distance Functions and Metric Learning</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Werman, O. Pele and B. Kulis, ECCV 2010 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.cs.huji.ac.il/~ofirpele/DFML_ECCV2010_tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.cs.huji.ac.il/~ofirpele/DFML_ECCV2010_tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Feature Extraction</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Image and Video Description with Local Binary Pattern Variants</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">M. Pietikainen and J. Heikkila, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.ee.oulu.fi/research/imag/mvg/files/pdf/CVPR-tutorial-final.pdf" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.ee.oulu.fi/research/imag/mvg/files/pdf/CVPR-tutorial-final.pdf</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Game Theory</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Game Theory in Computer Vision and Pattern Recognition</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Marcello Pelillo and Andrea Torsello, CVPR 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://www.dsi.unive.it/~atorsell/cvpr2011tutorial/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://www.dsi.unive.it/~atorsell/cvpr2011tutorial/</a></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Computational Imaging</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Fcam: an architecture and API for computational cameras</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Kari Pulli, Andrew Adams, Timo Ahonen, Marius Tico, ICCV 2011 Tutorial</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"><a href="http://fcam.garage.maemo.org/iccv2011.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">http://fcam.garage.maemo.org/iccv2011.html</a></td> 
 </tr> 
 </tbody> 
 </table> 
 </div> 
 </div> 
 </div> 
 <div style="margin: 0px; padding: 0px;">
 &nbsp; 
 </div></td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">&nbsp;</td> 
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 </tbody> 
</table>

## Other useful links (dataset, lectures, and other softwares) ##

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 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Conference Information</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://conferences.visionbib.com/Iris-Conferences.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer Image Analysis, Computer Vision Conferences</a></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Papers</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cvpapers.com/index.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer vision paper on the web</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://books.nips.cc/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">NIPS Proceedings</a></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Datasets</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cs.utexas.edu/~grauman/courses/spring2008/datasets.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Compiled list of recognition datasets</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://pascallin.ecs.soton.ac.uk/challenges/VOC/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">The&nbsp;PASCAL&nbsp;Visual Object Classes</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cs.cmu.edu/~cil/v-images.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer vision dataset from CMU</a></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Lectures</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://videolectures.net/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Videolectures</a></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source Codes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cvpapers.com/rr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer Vision Algorithm Implementations</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://opencv.willowgarage.com/wiki/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">OpenCV</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.csee.wvu.edu/~xinl/reproducible_research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Source Code Collection for Reproducible Research</a></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Patents</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.uspto.gov/web/patents/classification/uspc382/sched382.htm" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">United States Patent &amp; Trademark Office</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"></li> 
 </ul></td> 
 </tr> 
 <tr style="margin: 0px; padding: 0px;"> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;">Source Codes</td> 
 <td style="margin: 0px; padding: 3px; border: 1px solid silver; border-collapse: collapse;"> 
 <ul style="margin: 0px 0px 0px 45px; padding: 0px; word-break: break-all;"> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.cvpapers.com/rr.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Computer Vision Algorithm Implementations</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://opencv.willowgarage.com/wiki/" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">OpenCV</a></li> 
 <li style="margin: 0px 0px 1em; padding: 0px; list-style: inherit !important;"><a href="http://www.csee.wvu.edu/~xinl/reproducible_research.html" style="color: rgb(7, 93, 179); text-decoration: none; margin: 0px; padding: 0px;" rel="nofollow">Source Code Collection for Reproducible Research</a>&nbsp;</li> 
 </ul></td> 
 </tr> 
 </tbody> 
</table>

[Jia-Bin Huang]: http://netfiles.uiuc.edu/jbhuang1/www/
[https_netfiles.uiuc.edu_jbhuang1_www_resources_vision_index.html]: https://netfiles.uiuc.edu/jbhuang1/www/resources/vision/index.html