[转载]CV 领域 计算机视觉文献与代码资源

[转载]计算机视觉文献与代码资源

计算机视觉文献与代码资源 2010-02-15 13:10 CVonline http://homepages.inf.ed.ac.uk/rbf/CVonline http://homepages.inf.ed.ac.uk/rbf/CVonline/unfolded.htm http://homepages.inf.ed.ac.uk/rbf/CVonline/CVentry.htm   李子青的大作： Markov Random Field Modeling in Computer Vision http://www.cbsr.ia.ac.cn/users/szli/mrf_book/book.html Handbook of Face Recognition (PDF) http://www.umiacs.umd.edu/~shaohua/papers/zhou04hfr.pdf     张正友的有关参数鲁棒估计著作： Parameter Estimation Techniques:A Tutorial with Application to Conic Fitting http://research.microsoft.com/~zhang/INRIA/Publis/Tutorial-Estim/Main.html Andrea Fusiello“计算机视觉中的几何”教程：Elements of Geometric Computer Vision http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/FUSIELLO4/tutorial.html#x1-520007   有关马尔可夫蒙特卡罗方法的资料： An introduction to Markov chain Monte Carlo http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/SENEGAS/mcmc.html Markov Chain Monte Carlo for Computer Vision--- A tutorial at ICCV05        http://civs.stat.ucla.edu/MCMC/MCMC_tutorial.htm   有关独立成分分析（Independent Component Analysis , ICA）的资料： An ICA-Page http://www.cnl.salk.edu/~tony/ica.html Fast ICA http://www.cis.hut.fi/projects/ica/fastica/          The Kalman Filter (介绍卡尔曼滤波器的终极网页)       http://www.cs.unc.edu/~welch/kalman/index.html   Cached k-d tree search for ICP algorithms http://kos.informatik.uni-osnabrueck.de/download/3dim2007/paper.html 几个计算机视觉研究工具 Machine Vision Toolbox for Matlab http://www.petercorke.com/Machine%20Vision%20Toolbox.html Matlab and Octave Function for Computer Vision and Image Processing http://www.csse.uwa.edu.au/~pk/research/matlabfns/   Bayes Net Toolbox for Matlab http://www.cs.ubc.ca/~murphyk/Software/BNT/bnt.html OpenCV (Chinese) http://www.opencv.org.cn/index.php/%E9%A6%96%E9%A1%B5   Gandalf (A Computer Vision and Numerical Algorithm Labrary) http://gandalf-library.sourceforge.net/   CMU Computer Vision Home Page http://www.cs.cmu.edu/afs/cs/project/cil/ftp/html/vision.html   Machine Learning Resource Links http://www.cse.ust.hk/~ivor/resource.htm   The Bayesian Filtering Library http://www.orocos.org/bfl   Optical Flow Algorithm Evaluation (提供了一个动态贝叶斯网络框架，例如递归信息处理与分析、卡尔曼滤波、粒子滤波、序列蒙特卡罗方法等，C++写的) http://of-eval.sourceforge.net/   MATLAB code for ICP algorithm http://www.usenet.com/newsgroups/comp.graphics.visualization/msg00102.html   牛人主页： 朱松纯 （Song-Chun Zhu） http://www.stat.ucla.edu/~sczhu/   David Lowe (SIFT) (很帅的一个老头哦 ^ ^) http://www.cs.ubc.ca/~lowe/   Andrea Vedaldi (SIFT) http://vision.ucla.edu/~vedaldi/index.html   Pedro F. Felzenszwalb http://people.cs.uchicago.edu/~pff/   Dougla Dlanman (Brown的一个研究生，在其主页上搜集了大量算法教程和源码) http://mesh.brown.edu/dlanman/courses.html   Jianbo Shi (Ncuts 的始作俑者) http://www.cis.upenn.edu/~jshi/   Active Vision Group (Oxford的一个机器视觉研究团队，特色是SLAM，监视，导航) http://www.robots.ox.ac.uk/ActiveVision/index.html   Juyang Weng（机器学习的专家，Autonomous Mental Development 是其特色） http://www.cse.msu.edu/~weng/ 测试图片或视频： Middlebury College‘s Stereo Vision Data Set http://cat.middlebury.edu/stereo/data.html     Intelligent Vehicle: IVSource www.ivsoruce.net Robot Car http://www.plyojump.com/robot_cars.html How to Build a Robot: The Computer Vision Part http://www.societyofrobots.com/programming_computer_vision_tutorial.shtml

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