机器视觉网上资源 from(http://blog.csdn.net/linglongyouzhi/article/category/466471)

机器视觉网上资源       

        分类：            机器视觉2010-11-04 16:49332人阅读评论(1)收藏举报

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以下内容转载于http://jackchongsun.blog.163.com/blog/static/407160720073484149763/ 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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