计算机视觉(图像处理)相关的比较全面的好网站

墨蓝 2022-04-05 03:44 436阅读 0赞

[计算机视觉][Link 1]在生活和工业应用等领域越来越广泛。在科学研究中，常常需要借鉴和参考巨人的IDEA和资料，这里总结了一些常用的网站供大家参考，世界很大，这只是小部分。如果你有什么补充，发email给我，补充。

[http://www.bernardotti.it/][http_www.bernardotti.it]  
[http://www.ohloh.net/tags/recognition][http_www.ohloh.net_tags_recognition]  
[http://www.diphernet.com/][http_www.diphernet.com]  
[http://www.mat.ucsb.edu/projects/tater/][http_www.mat.ucsb.edu_projects_tater]  
[http://enblend.sourceforge.net/][http_enblend.sourceforge.net]  
[http://www.infra.kth.se/courses/1N1652/][http_www.infra.kth.se_courses_1N1652]  
[http://www.csie.ntu.edu.tw/~b93082/VFX/hw2/vfx02.htm\#t3][http_www.csie.ntu.edu.tw_b93082_VFX_hw2_vfx02.htm_t3]  
[http://graphics.cs.msu.ru/en/research/calibration/][http_graphics.cs.msu.ru_en_research_calibration]  
[http://www.vlfeat.org/~vedaldi/][http_www.vlfeat.org_vedaldi]  
[http://svn.openframeworks.cc/browser/listing.php?repname=addons&path=%2FofxOpenCv%2Ftrunk%2FofxOpenCv%2F&rev=29&sc=1][http_svn.openframeworks.cc_browser_listing.php_repname_addons_path_2FofxOpenCv_2Ftrunk_2FofxOpenCv_2F_rev_29_sc_1]  
[http://cvlab.epfl.ch/software/ferns/index.php][http_cvlab.epfl.ch_software_ferns_index.php]  
[http://staff.science.uva.nl/~rvalenti/index.php?content=projects][http_staff.science.uva.nl_rvalenti_index.php_content_projects]  
[http://mpac.ee.ntu.edu.tw/~ck/project\_panorama/\#Downloads][http_mpac.ee.ntu.edu.tw_ck_project_panorama_Downloads]  
[http://www.sharewareconnection.com/titles/cross-stitch.htm][http_www.sharewareconnection.com_titles_cross-stitch.htm]  
[http://mpac.ee.ntu.edu.tw/~sutony/vfx\_stitching/pano.htm][http_mpac.ee.ntu.edu.tw_sutony_vfx_stitching_pano.htm]  
[http://mpac.ee.ntu.edu.tw/people.php][http_mpac.ee.ntu.edu.tw_people.php]  
[http://mpac.ee.ntu.edu.tw/index.php][http_mpac.ee.ntu.edu.tw_index.php]  
[http://www.cse.cuhk.edu.hk/~csc5280/project3/RoyChan/index.htm][http_www.cse.cuhk.edu.hk_csc5280_project3_RoyChan_index.htm]  
[http://personal.ie.cuhk.edu.hk/~gbq008/csc\_project\_3.htm][http_personal.ie.cuhk.edu.hk_gbq008_csc_project_3.htm]  
[http://graphics.cs.cmu.edu/courses/15-463/2008\_fall/463.html][http_graphics.cs.cmu.edu_courses_15-463_2008_fall_463.html]  
[http://www-2.cs.cmu.edu/~cdtwigg/][http_www-2.cs.cmu.edu_cdtwigg]  
[http://cs-people.bu.edu/edwardaa/cs580/p1/p1.html\#goals][http_cs-people.bu.edu_edwardaa_cs580_p1_p1.html_goals]  
[http://www.cs.toronto.edu/~smalik/2530/mosaic/results.html][http_www.cs.toronto.edu_smalik_2530_mosaic_results.html]  
[http://www.cs.princeton.edu/gfx/][http_www.cs.princeton.edu_gfx]  
[http://idea.hosting.lv/a/gfx/][http_idea.hosting.lv_a_gfx]  
[http://www.cs.toronto.edu/~esteger/mosaic/index.html][http_www.cs.toronto.edu_esteger_mosaic_index.html]  
[http://home.so-net.net.tw/lioucy][http_home.so-net.net.tw_lioucy]  
[http://web.ics.purdue.edu/~kim497/][http_web.ics.purdue.edu_kim497]  
[http://www.cs.princeton.edu/~pshilane/class/mosaic/code.html][http_www.cs.princeton.edu_pshilane_class_mosaic_code.html]  
[http://www.cse.ust.hk/~cstws/research/641D/mosaic/][http_www.cse.ust.hk_cstws_research_641D_mosaic]  
[http://vision.ucsd.edu/~vrabaud/code/DaVinciHelp/ldvSBA\_8h.html][http_vision.ucsd.edu_vrabaud_code_DaVinciHelp_ldvSBA_8h.html]  
[http://www.rodsoft.org/panostitch][http_www.rodsoft.org_panostitch]  
[http://w3.impa.br/~lvelho/ip09/][http_w3.impa.br_lvelho_ip09]  
[http://groups.csail.mit.edu/graphics/classes/CompPhoto06/html/lecturenotes/][http_groups.csail.mit.edu_graphics_classes_CompPhoto06_html_lecturenotes]  
[http://photocreations.ca/technical.html][http_photocreations.ca_technical.html]  
[http://www.cvlab.org/][http_www.cvlab.org]  
[http://www.cvchina.info/][http_www.cvchina.info]  
CUDA:  
[http://gforge.man.poznan.pl/gf/project/cudaopencv/scmsvn/][http_gforge.man.poznan.pl_gf_project_cudaopencv_scmsvn]  
[http://wiki.livedoor.jp/mikk\_ni3\_92/d/CUDA::2%C3%CD%B2%BD::%CA%A3%BF%F4%CB%E7][http_wiki.livedoor.jp_mikk_ni3_92_d_CUDA_2_C3_CD_B2_BD_CA_A3_BF_F4_CB_E7]  
[http://cudasample.net/][http_cudasample.net]

**一、研究群体**  
[http://www-2.cs.cmu.edu/~cil/vision.html][http_www-2.cs.cmu.edu_cil_vision.html]  
这是卡奈基梅隆大学的[计算机视觉][Link 1]研究组的主页，上面提供很全的资料，从发表文章的下载到演示程序、测试图像、常用链接、相关软硬件，甚至还有一个搜索引擎。

[http://www.cmis.csiro.au/IAP/zimage.htm][http_www.cmis.csiro.au_IAP_zimage.htm]  
这是一个侧重图像分析的站点，一般。但是提供一个Image Analysis环境---ZIMAGE and SZIMAGE。

[http://www.via.cornell.edu/][http_www.via.cornell.edu]  
康奈尔大学的[计算机视觉][Link 1]和图像分析研究组，好像是电子和计算机工程系的。侧重医学方面的研究，但是在上面有相当不错资源，关键是它正在建设中，能够跟踪一些信息。

[http://www2.parc.com/istl/groups/did/didoverview.shtml][http_www2.parc.com_istl_groups_did_didoverview.shtml]  
有一个很有意思的项目：DID(文档图像解码)。

[http://www-cs-students.stanford.edu/][http_www-cs-students.stanford.edu]  
斯坦福大学计算机系主页，自己找吧:(

[http://www.fmrib.ox.ac.uk/analysis/][http_www.fmrib.ox.ac.uk_analysis]  
主要研究：Brain Extraction Tool,Nonlinear noise reduction,Linear Image Registration,

Automated Segmentation,Structural brain change analysis,motion correction,etc.

[http://www.cse.msu.edu/prip/][http_www.cse.msu.edu_prip]  
这是密歇根州立大学计算机和电子工程系的模式识别--图像处理研究组，它的FTP上有许多的文章(NEW)。

[http://pandora.inf.uni-jena.de/p/e/index.html][http_pandora.inf.uni-jena.de_p_e_index.html]  
德国的一个数字图像处理研究小组，在其上面能找到一些不错的链接资源。

[http://www-staff.it.uts.edu.au/~sean/CVCC.dir/home.html][http_www-staff.it.uts.edu.au_sean_CVCC.dir_home.html]  
CVIP(used to be CVCC for Computer Vision and Cluster Computing) is a research group focusing on cluster-based computer vision within the Spiral Architecture.

[http://cfia.gmu.edu/][http_cfia.gmu.edu]  
The mission of the Center for Image Analysis is to foster multi-disciplinary research in image, multimedia and related technologies by establishing links

between academic institutes, industry and government agencies, and to transfer key technologies to

help industry build next

generation commercial and military imaging and multimedia systems.

[http://peipa.essex.ac.uk/info/groups.html][http_peipa.essex.ac.uk_info_groups.html]  
可以通过它来搜索全世界各地的知名的[计算机视觉][Link 1]研究组(CV Groups)，极力推荐。

**二、图像处理GPL库**  
[http://www.ph.tn.tudelft.nl/~klamer/cppima.html][http_www.ph.tn.tudelft.nl_klamer_cppima.html]  
Cppima 是一个图像处理的C++函数库。这里有一个较全面介绍它的库函数的文档，当然你也可以下载压缩的GZIP包，里面包含TexInfo格式的文档。

[http://iraf.noao.edu/][http_iraf.noao.edu]  
Welcome to the IRAF Homepage! IRAF is the Image Reduction and Analysis Facility, a general purpose software

system for the reduction and analysis of astronomical data.

[http://entropy.brni-jhu.org/tnimage.html][http_entropy.brni-jhu.org_tnimage.html]  
一个非常不错的Unix系统的图像处理工具，看看它的截图。你可以在此基础上构建自己的专用图像处理工具包。

[http://sourceforge.net/projects/][http_sourceforge.net_projects]  
这是GPL软件集散地，到这里找你想要得到的IP库吧。

**三、搜索资源**  
当然这里基本的搜索引擎还是必须要依靠的，比如Google等，可以到我常用的链接看看。下面的链接可能会节省你一些时间：

[http://sal.kachinatech.com/][http_sal.kachinatech.com]  
[http://cheminfo.pku.edu.cn/mirrors/SAL/index.shtml][http_cheminfo.pku.edu.cn_mirrors_SAL_index.shtml]

**四、大拿网页**  
[http://www.ai.mit.edu/people/wtf/][http_www.ai.mit.edu_people_wtf]  
这位可是MIT人工智能实验室的BILL FREEMAN。大名鼎鼎！专长是：理解--贝叶斯模型。

[http://www.merl.com/people/brand/][http_www.merl.com_people_brand]  
MERL(Mitsubishi Electric Research Laboratory)中的擅长“Style Machine”高手。

[http://research.microsoft.com/~ablake/][http_research.microsoft.com_ablake]  
CV界极有声望的A.Blake 1977年毕业于剑桥大学三一学院并或数学与电子科学学士学位。之后在MIT，Edinburgh，Oxford先后组建过研究小组并成为Oxford的教授，直到1999年进入微软剑桥研究中心。主要工作领域是计算机视觉。

[http://www-2.cs.cmu.edu/afs/cs.cmu.edu/user/har/Web/home.html][http_www-2.cs.cmu.edu_afs_cs.cmu.edu_user_har_Web_home.html]  
这位牛人好像正在学习汉语，并且搜集了诸如“两只老虎(Two Tigers)”的歌曲，嘿嘿:)  
他的主页上面还有几个牛：Shumeet Baluja, Takeo Kanade。他们的Face Detection作的绝对是世界一流。他毕业于卡奈基梅隆大学的计算机科学系，兴趣是计算机视觉。

[http://www.ifp.uiuc.edu/yrui\_ifp\_home/html/huang\_frame.html][http_www.ifp.uiuc.edu_yrui_ifp_home_html_huang_frame.html]  
这位老牛在1963年就获得了MIT的博士学位！他领导的Image Lab比较出名的是指纹识别。

\--------------------------------------------------------------------------------

下面这些是我搜集的牛群(大部分是如日中天的Ph.D们)，可以学习的是他们的Study Ways!

Finn Lindgren(Sweden):Statistical image analysis [ http://www.maths.lth.se/matstat/staff/finn/][http_www.maths.lth.se_matstat_staff_finn]  
Pavel Paclik(Prague):statistical pattern recognition [ http://www.ph.tn.tudelft.nl/~pavel/][http_www.ph.tn.tudelft.nl_pavel]  
Dr. Mark Burge:machine learning and graph theory [ http://cs.armstrong.edu/burge/][http_cs.armstrong.edu_burge]  
yalin Wang:Document Image Analysis [ http://students.washington.edu/~ylwang/][http_students.washington.edu_ylwang]  
Geir Storvik: Image analysis [ http://www.math.uio.no/~geirs/][http_www.math.uio.no_geirs]  
Heidorn [ http://alexia.lis.uiuc.edu/~heidorn/][http_alexia.lis.uiuc.edu_heidorn]  
Joakim Lindblad:Digital Image Cytometry [ http://www.cb.uu.se/~joakim/index\_eng.html][http_www.cb.uu.se_joakim_index_eng.html]  
S.Lavirotte: [ http://www-sop.inria.fr/cafe/Stephane.Lavirotte/][http_www-sop.inria.fr_cafe_Stephane.Lavirotte]  
Sporring:scale-space techniques [ http://www.lab3d.odont.ku.dk/~sporring/][http_www.lab3d.odont.ku.dk_sporring]  
Mark Jenkinson:Reduction of MR Artefacts [ http://www.fmrib.ox.ac.uk/~mark/][http_www.fmrib.ox.ac.uk_mark]  
Justin K. Romberg:digital signal processing [ http://www-dsp.rice.edu/~jrom/][http_www-dsp.rice.edu_jrom]  
Fauqueur:Image retrieval by regions of interest [ http://www-rocq.inria.fr/~fauqueur/][http_www-rocq.inria.fr_fauqueur]  
James J. Nolan:Computer Vision [ http://cs.gmu.edu/~jnolan/][http_cs.gmu.edu_jnolan]  
Daniel X. Pape:Information [ http://www.bucho.org/~dpape/][http_www.bucho.org_dpape]  
Drew Pilant:remote sensing technology [ http://www.geo.mtu.edu/~anpilant/index.html][http_www.geo.mtu.edu_anpilant_index.html]

**五、前沿期刊(TOP10)**  
这里的期刊大部分都可以通过上面的大拿们的主页间接找到，在这列出主要是为了节省直接想找期刊投稿的兄弟的时间:)

IEEE Trans. On PAMI [ http://www.computer.org/tpami/index.htm][http_www.computer.org_tpami_index.htm]  
IEEE Transactionson Image Processing [ http://www.ieee.org/organizations/pubs/transactions/tip.htm][http_www.ieee.org_organizations_pubs_transactions_tip.htm]  
Pattern Recognition [ http://www.elsevier.com/locate/issn/00313203][http_www.elsevier.com_locate_issn_00313203]  
Pattern Recognition Letters [ http://www.elsevier.com/locate/issn/01678655][http_www.elsevier.com_locate_issn_01678655]

***神经网络***

Neural Networks Tutorial Review  
[http://hem.hj.se/~de96klda/NeuralNetworks.htm][http_hem.hj.se_de96klda_NeuralNetworks.htm]

Image Compression with Neural Networks  
[http://www.comp.glam.ac.uk/digimaging/neural.htm][http_www.comp.glam.ac.uk_digimaging_neural.htm]

Backpropagator's Review  
[http://www.dontveter.com/bpr/bpr.html][http_www.dontveter.com_bpr_bpr.html]

Bibliographies on Neural Networks  
[http://liinwww.ira.uka.de/bibliography/Neural/][http_liinwww.ira.uka.de_bibliography_Neural]

Intelligent Motion Control with an Artificial Cerebellum  
[http://www.q12.org/phd.html][http_www.q12.org_phd.html]

Kernel Machines  
[http://www.kernel-machines.org/][http_www.kernel-machines.org]

Some Neural Networks Research Organizations  
[http://www.ieee.org/nnc/][http_www.ieee.org_nnc]  
[http://www.inns.org/][http_www.inns.org]

Neural Network Modeling in Vision Research  
[http://www.rybak-et-al.net/nisms.html][http_www.rybak-et-al.net_nisms.html]

Neural Networks and Machine Learning  
[http://learning.cs.toronto.edu/][http_learning.cs.toronto.edu]

Neural Application Software  
[http://attrasoft.com/][http_attrasoft.com]

Neural Network Toolbox for MATLAB  
[http://www.mathworks.com/products/neuralnet/][http_www.mathworks.com_products_neuralnet]

Netlab Software  
[http://www.ncrg.aston.ac.uk/netlab/][http_www.ncrg.aston.ac.uk_netlab]

Kunama Systems Limited  
[http://www.kunama.co.uk/][http_www.kunama.co.uk]

***Computer Vision***

Computer Vision Homepage, Carnegie Mellon University  
[www.cs.cmu.edu/~cil/vision.html][www.cs.cmu.edu_cil_vision.html]

Annotated Computer Vision Bibliography  
[http://iris.usc.edu/Vision-Notes/bibliography/contents.html][http_iris.usc.edu_Vision-Notes_bibliography_contents.html]  
[http://iris.usc.edu/Vision-Notes/rosenfeld/contents.html][http_iris.usc.edu_Vision-Notes_rosenfeld_contents.html]

Lawrence Berkeley National Lab Computer Vision and Robotics Applications  
[http://www-itg.lbl.gov/ITG.hm.pg.docs/VISIon/vision.html][http_www-itg.lbl.gov_ITG.hm.pg.docs_VISIon_vision.html]

CVonline by University of Edinburgh  
The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision,[www.dai.ed.ac.uk/CVonline][www.dai.ed.ac.uk_CVonline]

Computer Vision Handbook, [ www.cs.hmc.edu/~fleck/computer-vision-handbook][www.cs.hmc.edu_fleck_computer-vision-handbook]

Vision Systems Courseware  
[www.cs.cf.ac.uk/Dave/Vision\_lecture/Vision\_lecture\_caller.html][www.cs.cf.ac.uk_Dave_Vision_lecture_Vision_lecture_caller.html]

Research Activities in Computer Vision  
[http://www-syntim.inria.fr/syntim/analyse/index-eng.html][http_www-syntim.inria.fr_syntim_analyse_index-eng.html]

Vision Systems Acronyms  
[www.vision-systems-design.com/vsd/archive/acronyms.html][www.vision-systems-design.com_vsd_archive_acronyms.html]

Dictionary of Terms in Human and Animal Vision  
[http://cns-web.bu.edu/pub/laliden/WWW/Visionary/Visionary.html][http_cns-web.bu.edu_pub_laliden_WWW_Visionary_Visionary.html]

Metrology based on Computer Vision  
[www.cranfield.ac.uk/sme/amac/research/metrology/metrology.html][www.cranfield.ac.uk_sme_amac_research_metrology_metrology.html]

***Digital Photography***

Digital Photography, Scanning, and Image Processing  
[www.dbusch.com/scanners/scanners.html][www.dbusch.com_scanners_scanners.html]

***Educational Resources, Universities***

Center for Image Processing in Education  
[http://www.cipe.com/][http_www.cipe.com]  
Library of Congress Call Numbers Related to Imaging Science by Rochester Institute of Technology  
[http://wally2.rit.edu/pubs/guides/imagingcall.html][http_wally2.rit.edu_pubs_guides_imagingcall.html]

Mathematical Experiences through Image Processing, University of Washington  
[www.cs.washington.edu/research/metip/metip.html][www.cs.washington.edu_research_metip_metip.html]

Vismod Tech Reports and Publications, MIT  
[http://vismod.www.media.mit.edu/cgi-bin/tr\_pagemaker][http_vismod.www.media.mit.edu_cgi-bin_tr_pagemaker]

Vision Lab PhD dissertation list, University of Antwerp  
[http://wcc.ruca.ua.ac.be/~visielab/theses.html][http_wcc.ruca.ua.ac.be_visielab_theses.html]

INRIA (France) Research Projects: Human-Computer Interaction, Image Processing, Data Management, Knowledge Systems  
[www.inria.fr/Themes/Theme3-eng.html][www.inria.fr_Themes_Theme3-eng.html]

Image Processing Resources  
[http://eleceng.ukc.ac.uk/~rls3/Contents.htm][http_eleceng.ukc.ac.uk_rls3_Contents.htm]

Publications of Carsten Steger  
[http://www9.informatik.tu-muenchen.de/people/steger/publications.html][http_www9.informatik.tu-muenchen.de_people_steger_publications.html]

**FAQs**

comp.dsp FAQ  
[www.bdti.com/faq/dsp\_faq.htm][www.bdti.com_faq_dsp_faq.htm]  
Robotics FAQ  
[www.frc.ri.cmu.edu/robotics-faq][www.frc.ri.cmu.edu_robotics-faq]

Where's the sci.image.processing FAQ?  
[www.cc.iastate.edu/olc\_answers/packages/graphics/sci.image.processing.faq.html][www.cc.iastate.edu_olc_answers_packages_graphics_sci.image.processing.faq.html]

comp.graphics.algorithms FAQ, Section 3, 2D Image/Pixel Computations  
[www.exaflop.org/docs/cgafaq][www.exaflop.org_docs_cgafaq]

Astronomical Image Processing System FAQ

![taking_notes.jpg][]

[Link 1]: http://www.polycv.com/
[http_www.bernardotti.it]: http://www.bernardotti.it/
[http_www.ohloh.net_tags_recognition]: http://www.ohloh.net/tags/recognition
[http_www.diphernet.com]: http://www.diphernet.com/
[http_www.mat.ucsb.edu_projects_tater]: http://www.mat.ucsb.edu/projects/tater/
[http_enblend.sourceforge.net]: http://enblend.sourceforge.net/
[http_www.infra.kth.se_courses_1N1652]: http://www.infra.kth.se/courses/1N1652/
[http_www.csie.ntu.edu.tw_b93082_VFX_hw2_vfx02.htm_t3]: http://www.csie.ntu.edu.tw/~b93082/VFX/hw2/vfx02.htm#t3
[http_graphics.cs.msu.ru_en_research_calibration]: http://graphics.cs.msu.ru/en/research/calibration/
[http_www.vlfeat.org_vedaldi]: http://www.vlfeat.org/~vedaldi/
[http_svn.openframeworks.cc_browser_listing.php_repname_addons_path_2FofxOpenCv_2Ftrunk_2FofxOpenCv_2F_rev_29_sc_1]: http://svn.openframeworks.cc/browser/listing.php?repname=addons&path=%2FofxOpenCv%2Ftrunk%2FofxOpenCv%2F&rev=29&sc=1
[http_cvlab.epfl.ch_software_ferns_index.php]: http://cvlab.epfl.ch/software/ferns/index.php
[http_staff.science.uva.nl_rvalenti_index.php_content_projects]: http://staff.science.uva.nl/~rvalenti/index.php?content=projects
[http_mpac.ee.ntu.edu.tw_ck_project_panorama_Downloads]: http://mpac.ee.ntu.edu.tw/~ck/project_panorama/#Downloads
[http_www.sharewareconnection.com_titles_cross-stitch.htm]: http://www.sharewareconnection.com/titles/cross-stitch.htm
[http_mpac.ee.ntu.edu.tw_sutony_vfx_stitching_pano.htm]: http://mpac.ee.ntu.edu.tw/~sutony/vfx_stitching/pano.htm
[http_mpac.ee.ntu.edu.tw_people.php]: http://mpac.ee.ntu.edu.tw/people.php
[http_mpac.ee.ntu.edu.tw_index.php]: http://mpac.ee.ntu.edu.tw/index.php
[http_www.cse.cuhk.edu.hk_csc5280_project3_RoyChan_index.htm]: http://www.cse.cuhk.edu.hk/~csc5280/project3/RoyChan/index.htm
[http_personal.ie.cuhk.edu.hk_gbq008_csc_project_3.htm]: http://personal.ie.cuhk.edu.hk/~gbq008/csc_project_3.htm
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