机器视觉资料

短命女 2022-08-07 09:48 240阅读 0赞

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