计算机视觉、机器学习相关领域论文和源代码

柔情只为你懂 2022-08-25 11:57 202阅读 0赞

转自：[http://blog.csdn.net/zouxy09/article/details/8550952][http_blog.csdn.net_zouxy09_article_details_8550952]

注：下面有project网站的大部分都有paper和相应的code。Code一般是C/C++或者Matlab代码。

最近一次更新：2013-3-17

**一、特征提取Feature Extraction：**

· SIFT \[1\] \[[Demo program][]\]\[[SIFT Library][]\] \[[VLFeat][]\]

· PCA-SIFT \[2\] \[[Project][]\]

· Affine-SIFT \[3\] \[[Project][Project 1]\]

· SURF \[4\] \[[OpenSURF][]\] \[[Matlab Wrapper][]\]

· Affine Covariant Features \[5\] \[[Oxford project][]\]

· MSER \[6\] \[[Oxford project][]\] \[[VLFeat][]\]

· Geometric Blur \[7\] \[[Code][]\]

· Local Self-Similarity Descriptor \[8\] \[[Oxford implementation][]\]

· Global and Efficient Self-Similarity \[9\] \[[Code][Code 1]\]

· Histogram of Oriented Graidents \[10\] \[[INRIA Object Localization Toolkit][]\] \[[OLT toolkit for Windows][]\]

· GIST \[11\] \[[Project][Project 2]\]

· Shape Context \[12\] \[[Project][Project 3]\]

· Color Descriptor \[13\] \[[Project][Project 4]\]

· Pyramids of Histograms of Oriented Gradients \[[Code][Code 2]\]

· Space-Time Interest Points (STIP) \[14\]\[[Project][Project 5]\] \[[Code][Code 3]\]

· Boundary Preserving Dense Local Regions \[15\]\[[Project][Project 6]\]

· Weighted Histogram\[[Code][Code 4]\]

· Histogram-based Interest Points Detectors\[[Paper][]\]\[[Code][Code 5]\]

· An OpenCV - C++ implementation of Local Self Similarity Descriptors \[[Project][Project 7]\]

· Fast Sparse Representation with Prototypes\[[Project][Project 8]\]

· Corner Detection \[[Project][Project 9]\]

· AGAST Corner Detector: faster than FAST and even FAST-ER\[[Project][Project 10]\]

· Real-time Facial Feature Detection using Conditional Regression Forests\[[Project][Project 11]\]

· Global and Efficient Self-Similarity for Object Classification and Detection\[[code][]\]

· WαSH: Weighted α-Shapes for Local Feature Detection\[[Project][Project 12]\]

· HOG\[[Project][Project 13]\]

· Online Selection of Discriminative Tracking Features\[[Project][Project 14]\]

**二、图像分割Image Segmentation：**

· Normalized Cut \[1\] \[[Matlab code][]\]

· Gerg Mori’ Superpixel code \[2\] \[[Matlab code][Matlab code 1]\]

· Efficient Graph-based Image Segmentation \[3\] \[[C++ code][C_ code]\] \[[Matlab wrapper][]\]

· Mean-Shift Image Segmentation \[4\] \[[EDISON C++ code][EDISON C_ code]\] \[[Matlab wrapper][Matlab wrapper 1]\]

· OWT-UCM Hierarchical Segmentation \[5\] \[[Resources][]\]

· Turbepixels \[6\] \[[Matlab code 32bit][]\] \[[Matlab code 64bit][]\] \[[Updated code][]\]

· Quick-Shift \[7\] \[[VLFeat][VLFeat 1]\]

· SLIC Superpixels \[8\] \[[Project][Project 15]\]

· Segmentation by Minimum Code Length \[9\] \[[Project][Project 16]\]

· Biased Normalized Cut \[10\] \[[Project][Project 17]\]

· Segmentation Tree \[11-12\] \[[Project][Project 18]\]

· Entropy Rate Superpixel Segmentation \[13\] \[[Code][Code 6]\]

· Fast Approximate Energy Minimization via Graph Cuts\[[Paper][Paper 1]\]\[[Code][Code 7]\]

· Efﬁcient Planar Graph Cuts with Applications in Computer Vision\[[Paper][Paper 2]\]\[[Code][Code 8]\]

· Isoperimetric Graph Partitioning for Image Segmentation\[[Paper][Paper 3]\]\[[Code][Code 9]\]

· Random Walks for Image Segmentation\[[Paper][Paper 4]\]\[[Code][Code 10]\]

· Blossom V: A new implementation of a minimum cost perfect matching algorithm\[[Code][Code 11]\]

· An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Computer Vision\[[Paper][Paper 5]\]\[[Code][Code 12]\]

· Geodesic Star Convexity for Interactive Image Segmentation\[[Project][Project 19]\]

· Contour Detection and Image Segmentation Resources\[[Project][Resources]\]\[[Code][Code 13]\]

· Biased Normalized Cuts\[[Project][Project 20]\]

· Max-flow/min-cut\[[Project][Project 21]\]

· Chan-Vese Segmentation using Level Set\[[Project][Project 22]\]

· A Toolbox of Level Set Methods\[[Project][Project 23]\]

· Re-initialization Free Level Set Evolution via Reaction Diffusion\[[Project][Project 24]\]

· Improved C-V active contour model\[[Paper][Paper 6]\]\[[Code][Code 14]\]

· A Variational Multiphase Level Set Approach to Simultaneous Segmentation and Bias Correction\[[Paper][Paper 7]\]\[[Code][Code 15]\]

· Level Set Method Research by Chunming Li\[[Project][Project 25]\]

· ClassCut for Unsupervised Class Segmentation\[[cod][]e\]

· SEEDS: Superpixels Extracted via Energy-Driven Sampling [\[Project][Project 26]\]\[[other][]\]

**三、目标检测Object Detection：**

· A simple object detector with boosting \[[Project][Project 27]\]

· INRIA Object Detection and Localization Toolkit \[1\] \[[Project][Project 28]\]

· Discriminatively Trained Deformable Part Models \[2\] \[[Project][Project 29]\]

· Cascade Object Detection with Deformable Part Models \[3\] \[[Project][Project 30]\]

· Poselet \[4\] \[[Project][Project 31]\]

· Implicit Shape Model \[5\] \[[Project][Project 32]\]

· Viola and Jones’s Face Detection \[6\] \[[Project][Project 33]\]

· Bayesian Modelling of Dyanmic Scenes for Object Detection\[[Paper][Paper 8]\]\[[Code][Code 16]\]

· Hand detection using multiple proposals\[[Project][Project 34]\]

· Color Constancy, Intrinsic Images, and Shape Estimation\[[Paper][Paper 9]\]\[[Code][Code 17]\]

· Discriminatively trained deformable part models\[[Project][Project 35]\]

· Gradient Response Maps for Real-Time Detection of Texture-Less Objects: LineMOD \[[Project][Project 36]\]

· Image Processing On Line\[[Project][Project 37]\]

· Robust Optical Flow Estimation\[[Project][Project 38]\]

· Where's Waldo: Matching People in Images of Crowds\[[Project][Project 39]\]

· Scalable Multi-class Object Detection\[[Project][Project 40]\]

· Class-Specific Hough Forests for Object Detection\[[Project][Project 41]\]

· Deformed Lattice Detection In Real-World Images\[[Project][Project 42]\]

· Discriminatively trained deformable part models\[[Project][Project 35]\]

**四、显著性检测Saliency Detection：**

· Itti, Koch, and Niebur’ saliency detection \[1\] \[[Matlab code][Matlab code 2]\]

· Frequency-tuned salient region detection \[2\] \[[Project][Project 43]\]

· Saliency detection using maximum symmetric surround \[3\] \[[Project][Project 44]\]

· Attention via Information Maximization \[4\] \[[Matlab code][Matlab code 3]\]

· Context-aware saliency detection \[5\] \[[Matlab code][Matlab code 4]\]

· Graph-based visual saliency \[6\] \[[Matlab code][Matlab code 5]\]

· Saliency detection: A spectral residual approach. \[7\] \[[Matlab code][Matlab code 6]\]

· Segmenting salient objects from images and videos. \[8\] \[[Matlab code][Matlab code 7]\]

· Saliency Using Natural statistics. \[9\] \[[Matlab code][Matlab code 8]\]

· Discriminant Saliency for Visual Recognition from Cluttered Scenes. \[10\] \[[Code][Code 18]\]

· Learning to Predict Where Humans Look \[11\] \[[Project][Project 45]\]

· Global Contrast based Salient Region Detection \[12\] \[[Project][Project 46]\]

· Bayesian Saliency via Low and Mid Level Cues\[[Project][Project 47]\]

· Top-Down Visual Saliency via Joint CRF and Dictionary Learning\[[Paper][Paper 10]\]\[[Code][Code 19]\]

· Saliency Detection: A Spectral Residual Approach\[[Code][Code 20]\]

**五、图像分类、聚类Image Classification, Clustering**

· Pyramid Match \[1\] \[[Project][Project 48]\]

· Spatial Pyramid Matching \[2\] \[[Code][Code 21]\]

· Locality-constrained Linear Coding \[3\] \[[Project][Project 49]\] \[[Matlab code][Matlab code 9]\]

· Sparse Coding \[4\] \[[Project][Project 50]\] \[[Matlab code][Matlab code 10]\]

· Texture Classification \[5\] \[[Project][Project 51]\]

· Multiple Kernels for Image Classification \[6\] \[[Project][Code]\]

· Feature Combination \[7\] \[[Project][Project 52]\]

· SuperParsing \[[Code][Code 22]\]

· Large Scale Correlation Clustering Optimization\[[Matlab code][Matlab code 11]\]

· Detecting and Sketching the Common\[[Project][Project 53]\]

· Self-Tuning Spectral Clustering\[[Project][Project 54]\]\[[Code][Code 23]\]

· User Assisted Separation of Reflections from a Single Image Using a Sparsity Prior\[[Paper][Paper 11]\]\[[Code][Code 24]\]

· Filters for Texture Classification\[[Project][Project 55]\]

· Multiple Kernel Learning for Image Classification\[[Project][Code]\]

· SLIC Superpixels\[[Project][Project 56]\]

**六、抠图Image Matting**

· A Closed Form Solution to Natural Image Matting \[[Code][Code 25]\]

· Spectral Matting \[[Project][Project 57]\]

· Learning-based Matting \[[Code][Code 26]\]

**七、目标跟踪Object Tracking：**

· A Forest of Sensors - Tracking Adaptive Background Mixture Models \[[Project][Project 58]\]

· Object Tracking via Partial Least Squares Analysis\[[Paper][Paper 12]\]\[[Code][Code 27]\]

· Robust Object Tracking with Online Multiple Instance Learning\[[Paper][Paper 13]\]\[[Code][Code 28]\]

· Online Visual Tracking with Histograms and Articulating Blocks\[[Project][Project 59]\]

· Incremental Learning for Robust Visual Tracking\[[Project][Project 60]\]

· Real-time Compressive Tracking\[[Project][Project 61]\]

· Robust Object Tracking via Sparsity-based Collaborative Model\[[Project][Project 62]\]

· Visual Tracking via Adaptive Structural Local Sparse Appearance Model\[[Project][Project 63]\]

· Online Discriminative Object Tracking with Local Sparse Representation\[[Paper][Paper 14]\]\[[Code][Code 29]\]

· Superpixel Tracking\[[Project][Project 64]\]

· Learning Hierarchical Image Representation with Sparsity, Saliency and Locality\[[Paper][Paper 15]\]\[[Code][Code 30]\]

· Online Multiple Support Instance Tracking \[[Paper][Paper 16]\]\[[Code][Code 31]\]

· Visual Tracking with Online Multiple Instance Learning\[[Project][Code 28]\]

· Object detection and recognition\[[Project][Project 65]\]

· Compressive Sensing Resources\[[Project][Project 66]\]

· Robust Real-Time Visual Tracking using Pixel-Wise Posteriors\[[Project][Project 67]\]

· Tracking-Learning-Detection\[[Project][Project 68]\]\[[OpenTLD/C++ Code][OpenTLD_C_ Code]\]

· the HandVu：vision-based hand gesture interface\[[Project][Project 69]\]

· Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities\[[Project][Project 70]\]

**八、Kinect：**

· Kinect toolbox\[[Project][Project 71]\]

· OpenNI\[[Project][Project 72]\]

· zouxy09 CSDN Blog\[[Resource][]\]

· FingerTracker 手指跟踪\[[code][code 1]\]

**九、3D相关：**

· 3D Reconstruction of a Moving Object\[[Paper][Paper 17]\] \[[Code][Code 32]\]

· Shape From Shading Using Linear Approximation\[[Code][Code 33]\]

· Combining Shape from Shading and Stereo Depth Maps\[[Project][Project 73]\]\[[Code][Code 34]\]

· Shape from Shading: A Survey\[[Paper][Paper 18]\]\[[Code][Code 35]\]

· A Spatio-Temporal Descriptor based on 3D Gradients (HOG3D)\[[Project][Project 74]\]\[[Code][Code 36]\]

· Multi-camera Scene Reconstruction via Graph Cuts\[[Paper][Paper 19]\]\[[Code][Code 37]\]

· A Fast Marching Formulation of Perspective Shape from Shading under Frontal Illumination\[[Paper][Paper 20]\]\[[Code][Code 38]\]

· Reconstruction:3D Shape, Illumination, Shading, Reflectance, Texture\[[Project][Project 75]\]

· Monocular Tracking of 3D Human Motion with a Coordinated Mixture of Factor Analyzers\[[Code][Code 39]\]

· Learning 3-D Scene Structure from a Single Still Image\[[Project][Project 76]\]

**十、机器学习算法：**

· Matlab class for computing Approximate Nearest Nieghbor (ANN) \[[Matlab class][] providing interface to[ANN library][]\]

· Random Sampling\[[code][code 2]\]

· Probabilistic Latent Semantic Analysis (pLSA)\[[Code][Code 40]\]

· FASTANN and FASTCLUSTER for approximate k-means (AKM)\[[Project][Project 77]\]

· Fast Intersection / Additive Kernel SVMs\[[Project][Project 78]\]

· SVM\[[Code][Code 41]\]

· Ensemble learning\[[Project][Project 65]\]

· Deep Learning\[[Net][]\]

· Deep Learning Methods for Vision\[[Project][Project 79]\]

· Neural Network for Recognition of Handwritten Digits\[[Project][Project 80]\]

· Training a deep autoencoder or a classifier on MNIST digits\[[Project][Project 81]\]

· THE MNIST DATABASE of handwritten digits\[[Project][Project 82]\]

· Ersatz：deep neural networks in the cloud\[[Project][Project 83]\]

· Deep Learning \[[Project][Project 84]\]

· sparseLM : Sparse Levenberg-Marquardt nonlinear least squares in C/C++\[[Project][Project 85]\]

· Weka 3: Data Mining Software in Java\[[Project][Project 86]\]

· Invited talk "A Tutorial on Deep Learning" by Dr. Kai Yu (余凯)\[[Video][]\]

· CNN - Convolutional neural network class\[[Matlab Tool][]\]

· Yann LeCun's Publications\[[Wedsite][]\]

· LeNet-5, convolutional neural networks\[[Project][Project 87]\]

· Training a deep autoencoder or a classifier on MNIST digits\[[Project][Project 81]\]

· Deep Learning 大牛Geoffrey E. Hinton's HomePage\[[Website][]\]

· Multiple Instance Logistic Discriminant-based Metric Learning (MildML) and Logistic Discriminant-based Metric Learning (LDML)\[[Code][Code 42]\]

· Sparse coding simulation software\[[Project][Project 88]\]

· Visual Recognition and Machine Learning Summer School\[[Software][]\]

**十一、目标、行为识别Object, Action Recognition：**

· Action Recognition by Dense Trajectories\[[Project][Project 89]\]\[[Code][Code 43]\]

· Action Recognition Using a Distributed Representation of Pose and Appearance\[[Project][Project 90]\]

· Recognition Using Regions\[[Paper][Paper 21]\]\[[Code][Code 44]\]

· 2D Articulated Human Pose Estimation\[[Project][Project 91]\]

· Fast Human Pose Estimation Using Appearance and Motion via Multi-Dimensional Boosting Regression\[[Paper][Paper 22]\]\[[Code][Code 45]\]

· Estimating Human Pose from Occluded Images\[[Paper][Paper 23]\]\[[Code][Code 46]\]

· Quasi-dense wide baseline matching\[[Project][Project 92]\]

· ChaLearn Gesture Challenge: Principal motion: PCA-based reconstruction of motion histograms\[[Project][Project 93]\]

· Real Time Head Pose Estimation with Random Regression Forests\[[Project][Project 94]\]

· 2D Action Recognition Serves 3D Human Pose Estimation\[[Project\]][Project 95]

· A Hough Transform-Based Voting Framework for Action Recognition\[[Project\]][Project 96]

· Motion Interchange Patterns for Action Recognition in Unconstrained Videos\[[Project\]][Project 97]

· 2D articulated human pose estimation software\[[Project][Project 98]\]

· Learning and detecting shape models \[[code][code 3]\]

· Progressive Search Space Reduction for Human Pose Estimation\[[Project][Project 99]\]

· Learning Non-Rigid 3D Shape from 2D Motion\[[Project][Project 100]\]

**十二、图像处理：**

· Distance Transforms of Sampled Functions\[[Project][Project 101]\]

· The Computer Vision Homepage\[[Project][Project 102]\]

· Efficient appearance distances between windows\[[code][code 4]\]

· Image Exploration algorithm\[[code][code 5]\]

· Motion Magnification 运动放大 \[[Project][Project 103]\]

· Bilateral Filtering for Gray and Color Images 双边滤波器 \[[Project][Project 104]\]

· A Fast Approximation of the Bilateral Filter using a Signal Processing Approach \[[Project\]][Project 105]

**十三、一些实用工具：**

· EGT: a Toolbox for Multiple View Geometry and Visual Servoing\[[Project][Project 106]\] \[[Code][Code 47]\]

· a development kit of matlab mex functions for OpenCV library\[[Project][Project 107]\]

· Fast Artificial Neural Network Library\[[Project][Project 108]\]

**十四、人手及指尖检测与识别：**

· finger-detection-and-gesture-recognition \[[Code][Code 48]\]

· Hand and Finger Detection using JavaCV\[[Project][Project 109]\]

· Hand and fingers detection\[[Code][Code 49]\]

**十五、场景解释：**

· Nonparametric Scene Parsing via Label Transfer \[[Project][Project 110]\]

**十六、光流Optical flow：**

· High accuracy optical flow using a theory for warping \[[Project][Project 111]\]

· Dense Trajectories Video Description \[[Project][Project 89]\]

· SIFT Flow: Dense Correspondence across Scenes and its Applications\[[Project][Project 112]\]

· KLT: An Implementation of the Kanade-Lucas-Tomasi Feature Tracker \[[Project][Project 113]\]

· Tracking Cars Using Optical Flow\[[Project][Project 114]\]

· Secrets of optical flow estimation and their principles\[[Project][Project 115]\]

· implmentation of the Black and Anandan dense optical flow method\[[Project][Project 115]\]

· Optical Flow Computation\[[Project][Project 116]\]

· Beyond Pixels: Exploring New Representations and Applications for Motion Analysis\[[Project][Project 117]\]

· A Database and Evaluation Methodology for Optical Flow\[[Project][Project 118]\]

· optical flow relative\[[Project][Project 119]\]

· Robust Optical Flow Estimation \[[Project][Project 38]\]

· optical flow\[[Project][Project 120]\]

**十七、图像检索Image Retrieval：**

· Semi-Supervised Distance Metric Learning for Collaborative Image Retrieval [\[Paper][Paper 24]\]\[[code][code 6]\]

**十八、马尔科夫随机场Markov Random Fields：**

· Markov Random Fields for Super-Resolution [\[][Paper 24][Project][Project 121]\]

· A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors \[[Project][Project 122]\]

**十九、运动检测Motion detection：**

· Moving Object Extraction, Using Models or Analysis of Regions [\[][Paper 24][Project][Project 123]\]

· Background Subtraction: Experiments and Improvements for ViBe \[[Project][Project 124]\]

· A Self-Organizing Approach to Background Subtraction for Visual Surveillance Applications \[[Project][Project 125]\]

· changedetection.net: A new change detection benchmark dataset\[[Project][Project 126]\]

· ViBe - a powerful technique for background detection and subtraction in video sequences\[[Project][Project 127]\]

· Background Subtraction Program\[[Project][Project 128]\]

· Motion Detection Algorithms\[[Project][Project 129]\]

· Stuttgart Artificial Background Subtraction Dataset\[[Project][Project 130]\]

· Object Detection, Motion Estimation, and Tracking\[[Project][Project 131]\]

[http_blog.csdn.net_zouxy09_article_details_8550952]: http://blog.csdn.net/zouxy09/article/details/8550952
[Demo program]: http://www.cs.ubc.ca/~lowe/keypoints/siftDemoV4.zip
[SIFT Library]: http://blogs.oregonstate.edu/hess/code/sift/
[VLFeat]: http://www.vlfeat.org/
[Project]: http://www.cs.cmu.edu/~yke/pcasift/
[Project 1]: http://www.ipol.im/pub/algo/my_affine_sift/
[OpenSURF]: http://www.chrisevansdev.com/computer-vision-opensurf.html
[Matlab Wrapper]: http://www.maths.lth.se/matematiklth/personal/petter/surfmex.php
[Oxford project]: http://www.robots.ox.ac.uk/~vgg/research/affine/
[Code]: http://www.robots.ox.ac.uk/~vgg/software/MKL/
[Oxford implementation]: http://www.robots.ox.ac.uk/~vgg/software/SelfSimilarity/
[Code 1]: http://www.vision.ee.ethz.ch/~calvin/gss/selfsim_release1.0.tgz
[INRIA Object Localization Toolkit]: http://www.navneetdalal.com/software
[OLT toolkit for Windows]: http://www.computing.edu.au/~12482661/hog.html
[Project 2]: http://people.csail.mit.edu/torralba/code/spatialenvelope/
[Project 3]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/sc_digits.html
[Project 4]: http://koen.me/research/colordescriptors/
[Code 2]: http://www.robots.ox.ac.uk/~vgg/research/caltech/phog/phog.zip
[Project 5]: http://www.nada.kth.se/cvap/abstracts/cvap284.html
[Code 3]: http://www.irisa.fr/vista/Equipe/People/Laptev/download/stip-1.1-winlinux.zip
[Project 6]: http://vision.cs.utexas.edu/projects/bplr/bplr.html
[Code 4]: http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/whistc.tar.gz
[Paper]: http://www.cs.nthu.edu.tw/~htchen/hipd_cvpr09.pdf
[Code 5]: http://740-2.cs.nthu.edu.tw/~htchen/hipd/hist_corner.zip
[Project 7]: http://intuitionlogic.com/post/2011/04/11/A-OpenCV-C++-implementation-of-Local-Self-Similarity-Descriptors.aspx
[Project 8]: http://faculty.ucmerced.edu/mhyang/cvpr10_fsr.html
[Project 9]: http://kiwi.cs.dal.ca/~dparks/CornerDetection/index.htm
[Project 10]: http://www6.in.tum.de/Main/ResearchAgast
[Project 11]: http://files.is.tue.mpg.de/jgall/projects/facialfeatures/facialfeatures.html
[code]: http://groups.inf.ed.ac.uk/calvin/gss/selfsim_release1.0.tgz
[Project 12]: http://image.ntua.gr/iva/research/wash/
[Project 13]: http://soc.fudan.edu.cn/vip/projects/gradproj/wiki/HOG%E4%BB%A3%E7%A0%81
[Project 14]: http://www.cs.ucla.edu/~roozbehm/cs7495/report.html
[Matlab code]: http://www.cis.upenn.edu/~jshi/software/
[Matlab code 1]: http://www.cs.sfu.ca/~mori/research/superpixels/
[C_ code]: http://people.cs.uchicago.edu/~pff/segment/
[Matlab wrapper]: http://www.mathworks.com/matlabcentral/fileexchange/25866-efficient-graph-based-image-segmentation
[EDISON C_ code]: http://coewww.rutgers.edu/riul/research/code/EDISON/index.html
[Matlab wrapper 1]: http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/edison_matlab_interface.tar.gz
[Resources]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/resources.html
[Matlab code 32bit]: http://www.cs.toronto.edu/~babalex/turbopixels_code.tar.gz
[Matlab code 64bit]: http://www.cs.toronto.edu/~babalex/TurboPixels64.rar
[Updated code]: http://www.cs.toronto.edu/~babalex/superpixels_update.tgz
[VLFeat 1]: http://www.vlfeat.org/overview/quickshift.html
[Project 15]: http://ivrgwww.epfl.ch/supplementary_material/RK_SLICSuperpixels/index.html
[Project 16]: http://perception.csl.uiuc.edu/coding/image_segmentation/
[Project 17]: http://www.cs.berkeley.edu/~smaji/projects/biasedNcuts/
[Project 18]: http://vision.ai.uiuc.edu/segmentation
[Code 6]: http://www.umiacs.umd.edu/~mingyliu/src/ers_matlab_wrapper_v0.1.zip
[Paper 1]: http://www.csd.uwo.ca/faculty/olga/Papers/pami01_final.pdf
[Code 7]: http://vision.csd.uwo.ca/code/gco-v3.0.zip
[Paper 2]: http://www.csd.uwo.ca/~schmidtf/pdf/schmidt_et_al_cvpr09.pdf
[Code 8]: http://vision.csd.uwo.ca/code/PlanarCut-v1.0.zip
[Paper 3]: http://www.cns.bu.edu/~lgrady/grady2006isoperimetric.pdf
[Code 9]: http://www.cns.bu.edu/~lgrady/grady2006isoperimetric_code.zip
[Paper 4]: http://www.cns.bu.edu/~lgrady/grady2006random.pdf
[Code 10]: http://www.cns.bu.edu/~lgrady/random_walker_matlab_code.zip
[Code 11]: http://pub.ist.ac.at/~vnk/software/blossom5-v2.03.src.tar.gz%20%20http:/pub.ist.ac.at/~vnk/software/blossom5-v2.03.src.tar.gz
[Paper 5]: http://www.csd.uwo.ca/~yuri/Papers/pami04.pdf
[Code 12]: http://pub.ist.ac.at/~vnk/software/maxflow-v3.01.src.tar.gz
[Project 19]: http://www.robots.ox.ac.uk/~vgg/software/iseg/
[Code 13]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/BSR/BSR_source.tgz
[Project 20]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/biasedNcuts/
[Project 21]: http://vision.csd.uwo.ca/code/
[Project 22]: http://www.ipol.im/pub/art/2012/g-cv/
[Project 23]: http://www.cs.ubc.ca/~mitchell/ToolboxLS/index.html
[Project 24]: http://www4.comp.polyu.edu.hk/~cslzhang/RD/RD.htm
[Paper 6]: http://www4.comp.polyu.edu.hk/~cskhzhang/J_papers/ICV.pdf
[Code 14]: http://www4.comp.polyu.edu.hk/~cskhzhang/J_papers/ICV.rar
[Paper 7]: http://www4.comp.polyu.edu.hk/~cskhzhang/J_papers/ICIP10_SVMLS.pdf
[Code 15]: http://www4.comp.polyu.edu.hk/~cskhzhang/J_papers/SVMLS_v0.rar
[Project 25]: http://www.engr.uconn.edu/~cmli/
[cod]: http://groups.inf.ed.ac.uk/calvin/classcut/ClassCut-release_v1.0.zip
[Project 26]: http://www.vision.ee.ethz.ch/~vamichae/seeds/
[other]: http://www.mvdblive.org/seeds/
[Project 27]: http://people.csail.mit.edu/torralba/shortCourseRLOC/boosting/boosting.html
[Project 28]: http://pascal.inrialpes.fr/soft/olt/
[Project 29]: http://people.cs.uchicago.edu/~pff/latent/
[Project 30]: http://people.cs.uchicago.edu/~rbg/star-cascade/
[Project 31]: http://www.eecs.berkeley.edu/~lbourdev/poselets/
[Project 32]: http://www.vision.ee.ethz.ch/~bleibe/code/ism.html
[Project 33]: http://pr.willowgarage.com/wiki/Face_detection
[Paper 8]: http://vision.eecs.ucf.edu/papers/01512057.pdf
[Code 16]: http://vision.eecs.ucf.edu/Code/Background.zip
[Project 34]: http://www.robots.ox.ac.uk/~vgg/software/hands/
[Paper 9]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/reconstruction/BarronMalikECCV2012.pdf
[Code 17]: http://www.cs.berkeley.edu/~barron/BarronMalikECCV2012_code.zip
[Project 35]: http://people.cs.uchicago.edu/~rbg/latent/
[Project 36]: http://campar.cs.tum.edu/Main/StefanHinterstoisser
[Project 37]: http://www.ipol.im/
[Project 38]: http://www.ipol.im/pub/pre/21/
[Project 39]: http://homes.cs.washington.edu/~rahul/data/WheresWaldo.html
[Project 40]: http://files.is.tue.mpg.de/jgall/projects/houghMC/houghMC.html
[Project 41]: http://files.is.tue.mpg.de/jgall/projects/houghforest/houghforest.html
[Project 42]: http://vision.cse.psu.edu/data/data.shtml
[Matlab code 2]: http://www.saliencytoolbox.net/
[Project 43]: http://ivrgwww.epfl.ch/supplementary_material/RK_CVPR09/index.html
[Project 44]: http://ivrg.epfl.ch/supplementary_material/RK_ICIP2010/index.html
[Matlab code 3]: http://www.cse.yorku.ca/~neil/AIM.zip
[Matlab code 4]: http://webee.technion.ac.il/labs/cgm/Computer-Graphics-Multimedia/Software/Saliency/Saliency.html
[Matlab code 5]: http://www.klab.caltech.edu/~harel/share/gbvs.php
[Matlab code 6]: http://www.klab.caltech.edu/~xhou/projects/spectralResidual/spectralresidual.html
[Matlab code 7]: http://www.cse.oulu.fi/MVG/Downloads/saliency
[Matlab code 8]: http://cseweb.ucsd.edu/~l6zhang/
[Code 18]: http://www.svcl.ucsd.edu/projects/saliency/
[Project 45]: http://people.csail.mit.edu/tjudd/WherePeopleLook/index.html
[Project 46]: http://cg.cs.tsinghua.edu.cn/people/~cmm/saliency/
[Project 47]: http://ice.dlut.edu.cn/lu/Project/TIP_scm/TIP_scm.htm
[Paper 10]: http://faculty.ucmerced.edu/mhyang/papers/cvpr12a.pdf
[Code 19]: http://faculty.ucmerced.edu/mhyang/code/top-down-saliency.zip
[Code 20]: http://www.klab.caltech.edu/~xhou/projects/dva/dva.html
[Project 48]: http://people.csail.mit.edu/jjl/libpmk/
[Code 21]: http://www.cs.unc.edu/~lazebnik/research/SpatialPyramid.zip
[Project 49]: http://www.ifp.illinois.edu/~jyang29/LLC.htm
[Matlab code 9]: http://www.ifp.illinois.edu/~jyang29/codes/CVPR10-LLC.rar
[Project 50]: http://www.ifp.illinois.edu/~jyang29/ScSPM.htm
[Matlab code 10]: http://www.ifp.illinois.edu/~jyang29/codes/CVPR09-ScSPM.rar
[Project 51]: http://www.robots.ox.ac.uk/~vgg/research/texclass/index.html
[Project 52]: http://www.vision.ee.ethz.ch/~pgehler/projects/iccv09/index.html
[Code 22]: http://www.cs.unc.edu/~jtighe/Papers/ECCV10/eccv10-jtighe-code.zip
[Matlab code 11]: http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/LargeScaleCC1.0.tar.gz
[Project 53]: http://www.wisdom.weizmann.ac.il/~vision/SketchTheCommon
[Project 54]: http://www.vision.caltech.edu/lihi/Demos/SelfTuningClustering.html
[Code 23]: http://www.vision.caltech.edu/lihi/Demos/SelfTuning/ZPclustering.zip
[Paper 11]: http://www.wisdom.weizmann.ac.il/~levina/papers/assisted-eccv04.pdf
[Code 24]: http://www.wisdom.weizmann.ac.il/~levina/papers/reflections.zip
[Project 55]: http://www.robots.ox.ac.uk/~vgg/research/texclass/filters.html#download
[Project 56]: http://ivrg.epfl.ch/supplementary_material/RK_SLICSuperpixels/
[Code 25]: http://people.csail.mit.edu/alevin/matting.tar.gz
[Project 57]: http://www.vision.huji.ac.il/SpectralMatting/
[Code 26]: http://www.mathworks.com/matlabcentral/fileexchange/31412
[Project 58]: http://www.ai.mit.edu/projects/vsam/Tracking/index.html
[Paper 12]: http://faculty.ucmerced.edu/mhyang/papers/tip12_pls_tracking.pdf
[Code 27]: http://faculty.ucmerced.edu/mhyang/code/PLS_tracker_tip.zip
[Paper 13]: http://faculty.ucmerced.edu/mhyang/papers/pami11b.pdf
[Code 28]: http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml
[Project 59]: http://www.cise.ufl.edu/~smshahed/tracking.htm
[Project 60]: http://www.cs.toronto.edu/~dross/ivt/
[Project 61]: http://www4.comp.polyu.edu.hk/~cslzhang/CT/CT.htm
[Project 62]: http://faculty.ucmerced.edu/mhyang/project/cvpr12_scm.htm
[Project 63]: http://faculty.ucmerced.edu/mhyang/project/cvpr12_jia_project.htm
[Paper 14]: http://faculty.ucmerced.edu/mhyang/papers/wacv12a.pdf
[Code 29]: http://faculty.ucmerced.edu/mhyang/code/wacv12a_code.zip
[Project 64]: http://faculty.ucmerced.edu/mhyang/papers/iccv11a.html
[Paper 15]: http://faculty.ucmerced.edu/mhyang/papers/bmvc11a.pdf
[Code 30]: http://faculty.ucmerced.edu/mhyang/code/BMVC11-HSSL-package.zip
[Paper 16]: http://faculty.ucmerced.edu/mhyang/papers/fg11a.pdf
[Code 31]: http://faculty.ucmerced.edu/mhyang/code/fg11_omsit.zip
[Project 65]: http://c2inet.sce.ntu.edu.sg/Jianxin/
[Project 66]: http://dsp.rice.edu/cs
[Project 67]: http://www.robots.ox.ac.uk/~cbibby/index.shtml
[Project 68]: http://info.ee.surrey.ac.uk/Personal/Z.Kalal/
[OpenTLD_C_ Code]: https://github.com/arthurv/OpenTLD
[Project 69]: http://ilab.cs.ucsb.edu/index.php/component/content/article/12/29
[Project 70]: http://files.is.tue.mpg.de/jgall/projects/stochGPLVM/stochGPLVM.html
[Project 71]: http://kinecttoolbox.codeplex.com/
[Project 72]: http://www.openni.org/
[Resource]: http://blog.csdn.net/zouxy09/article/details/8145688
[code 1]: http://makematics.com/code/FingerTracker/
[Paper 17]: http://www.wisdom.weizmann.ac.il/~ronen/papers/Simakov%20Frolova%20Basri%20-%20Dense%20Shape%20Reconstruction%20Under%20Arbitrary%20Unknown%20Lighting.pdf
[Code 32]: http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/SFB_matlab1.0.tar.gz
[Code 33]: http://vision.eecs.ucf.edu/shadsrc.html
[Project 73]: http://vision.eecs.ucf.edu/combsrc.html
[Code 34]: http://vision.eecs.ucf.edu/projects/ShapeFromShading/combine.tar.Z
[Paper 18]: http://vision.eecs.ucf.edu/papers/shah/99/ZTCS99.pdf
[Code 35]: http://vision.eecs.ucf.edu/projects/ShapeFromShading/SFS_Survey_1_00.tar.gz
[Project 74]: http://lear.inrialpes.fr/people/klaeser/research_hog3d
[Code 36]: http://lear.inrialpes.fr/people/klaeser/software_3d_video_descriptor
[Paper 19]: http://www.cs.cornell.edu/~rdz/papers/kz-eccv02-recon.pdf
[Code 37]: http://pub.ist.ac.at/~vnk/software/match-v3.4.src.tar.gz
[Paper 20]: http://www.cs.ucf.edu/~vision
[Code 38]: http://www.ee.cityu.edu.hk/~syyuen/Public/SfS/PRL_Perspective_FMM.zip
[Project 75]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/reconstruction/
[Code 39]: http://faculty.ucmerced.edu/mhyang/code/PackagedTrackingCode.tar.gz
[Project 76]: http://ai.stanford.edu/~asaxena/reconstruction3d/
[Matlab class]: http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/ann_wrapper_Mar2012.tar.gz
[ANN library]: http://www.cs.umd.edu/~mount/ANN/
[code 2]: http://www.wisdom.weizmann.ac.il/~bagon/matlab_code/weight_sample.tar.gz
[Code 40]: http://www.robots.ox.ac.uk/~vgg/software/pLSA/pLSA_demo.tgz
[Project 77]: http://www.robots.ox.ac.uk/~vgg/software/fastann/
[Project 78]: http://www.cs.berkeley.edu/~smaji/projects/fiksvm/
[Code 41]: http://osmot.cs.cornell.edu/svm_light/
[Net]: http://deeplearning.net/
[Project 79]: http://cs.nyu.edu/~fergus/tutorials/deep_learning_cvpr12/
[Project 80]: http://www.codeproject.com/KB/library/NeuralNetRecognition.aspx
[Project 81]: http://www.cs.toronto.edu/~hinton/MatlabForSciencePaper.html
[Project 82]: http://yann.lecun.com/exdb/mnist/
[Project 83]: http://www.ersatz1.com/
[Project 84]: http://www.cs.nyu.edu/~yann/research/deep/
[Project 85]: http://www.ics.forth.gr/~lourakis/sparseLM/
[Project 86]: http://www.cs.waikato.ac.nz/ml/weka/
[Video]: http://vipl.ict.ac.cn/News/academic-report-tutorial-deep-learning-dr-kai-yu
[Matlab Tool]: http://www.mathworks.cn/matlabcentral/fileexchange/24291
[Wedsite]: http://yann.lecun.com/exdb/publis/index.html#lecun-98
[Project 87]: http://yann.lecun.com/exdb/lenet/index.html
[Website]: http://www.cs.toronto.edu/~hinton/
[Code 42]: http://lear.inrialpes.fr/people/guillaumin/code.php#mildml
[Project 88]: http://redwood.berkeley.edu/bruno/sparsenet/
[Software]: http://lear.inrialpes.fr/software
[Project 89]: http://lear.inrialpes.fr/people/wang/dense_trajectories
[Code 43]: http://lear.inrialpes.fr/people/wang/download/dense_trajectory_release.tar.gz
[Project 90]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/action/
[Paper 21]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/glam-cvpr09.pdf
[Code 44]: http://www.eecs.berkeley.edu/Research/Projects/CS/vision/shape/glam_cvpr09_v2.zip
[Project 91]: http://www.vision.ee.ethz.ch/~calvin/articulated_human_pose_estimation_code/
[Paper 22]: http://faculty.ucmerced.edu/mhyang/papers/cvpr07a.pdf
[Code 45]: http://www.cise.ufl.edu/~smshahed/cvpr07_fast_human_pose.zip
[Paper 23]: http://faculty.ucmerced.edu/mhyang/papers/accv09a.pdf
[Code 46]: http://faculty.ucmerced.edu/mhyang/code/accv09_pose.zip
[Project 92]: http://www.ee.oulu.fi/~jkannala/quasidense/quasidense.html
[Project 93]: http://gesture.chalearn.org/data/sample-code
[Project 94]: http://files.is.tue.mpg.de/jgall/projects/RFhead/RFhead.html
[Project 95]: http://files.is.tue.mpg.de/jgall/projects/ARforPose/ARforPose.html
[Project 96]: http://files.is.tue.mpg.de/jgall/projects/houghAR/houghAR.html
[Project 97]: http://www.openu.ac.il/home/hassner/projects/MIP/
[Project 98]: http://groups.inf.ed.ac.uk/calvin/articulated_human_pose_estimation_code/
[code 3]: http://groups.inf.ed.ac.uk/calvin/release-learn-shapes-v1.3.tgz
[Project 99]: http://www.robots.ox.ac.uk/~vgg/software/UpperBody/index.html
[Project 100]: http://movement.stanford.edu/learning-nr-shape/
[Project 101]: http://cs.brown.edu/~pff/dt/
[Project 102]: http://www.cs.cmu.edu/~cil/vision.html
[code 4]: http://groups.inf.ed.ac.uk/calvin/efficientAppDistances/releaseEfficientAppDistances.zip
[code 5]: http://groups.inf.ed.ac.uk/calvin/ReleasedCode/image_exploration_v1.1.tgz
[Project 103]: http://people.csail.mit.edu/celiu/motionmag/motionmag.html
[Project 104]: http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/MANDUCHI1/Bilateral_Filtering.html
[Project 105]: http://people.csail.mit.edu/sparis/bf/
[Project 106]: http://egt.dii.unisi.it/
[Code 47]: http://egt.dii.unisi.it/download/EGT_v1p3.zip
[Project 107]: http://www.cs.stonybrook.edu/~kyamagu/mexopencv/
[Project 108]: http://leenissen.dk/fann/wp/
[Code 48]: http://code.google.com/p/finger-detection-and-gesture-recognition/downloads/list
[Project 109]: http://www.javacodegeeks.com/2012/12/hand-and-finger-detection-using-javacv.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+JavaCodeGeeks+%28Java+Code+Geeks%29
[Code 49]: http://forum.openframeworks.cc/index.php?topic=1916.0
[Project 110]: http://people.csail.mit.edu/celiu/LabelTransfer/code.html
[Project 111]: http://perception.inrialpes.fr/~chari/myweb/Software/
[Project 112]: http://people.csail.mit.edu/celiu/SIFTflow/
[Project 113]: http://www.ces.clemson.edu/~stb/klt/
[Project 114]: http://www.mathworks.cn/cn/help/vision/examples/tracking-cars-using-optical-flow.html
[Project 115]: http://ps.is.tue.mpg.de/person/black#tabs-code
[Project 116]: https://www.ceremade.dauphine.fr/~peyre/numerical-tour/tours/multidim_5_opticalflow/#37
[Project 117]: http://people.csail.mit.edu/celiu/OpticalFlow/
[Project 118]: http://vision.middlebury.edu/flow/
[Project 119]: http://lmb.informatik.uni-freiburg.de/resources/software.php
[Project 120]: http://www.jonathanmugan.com/GraphicsProject/OpticalFlow/
[Paper 24]: http://www.ee.columbia.edu/~wliu/CVPR08_ssml.pdf
[code 6]: http://www.ee.columbia.edu/~wliu/SSMetric.zip
[Project 121]: http://people.csail.mit.edu/billf/project%20pages/sresCode/Markov%20Random%20Fields%20for%20Super-Resolution.html
[Project 122]: http://vision.middlebury.edu/MRF/
[Project 123]: http://www.visionbib.com/bibliography/motion-i763.html
[Project 124]: http://www2.ulg.ac.be/telecom/publi/publications/mvd/VanDroogenbroeck2012Background/index.html
[Project 125]: http://www.na.icar.cnr.it/~maddalena.l/MODLab/SoftwareSOBS.html
[Project 126]: http://www.changedetection.net/
[Project 127]: http://www2.ulg.ac.be/telecom/research/vibe/
[Project 128]: http://www.umiacs.umd.edu/~knkim/UMD-BGS/index.html
[Project 129]: http://www.codeproject.com/Articles/10248/Motion-Detection-Algorithms
[Project 130]: http://www.vis.uni-stuttgart.de/index.php?id=sabs
[Project 131]: http://www.mathworks.cn/cn/help/vision/motion-analysis-and-tracking.html