Machine Vision online resources

The following content is reprinted in 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

Masterpiece of Li Ziqing:

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

Zhang zhengyou's book on Parameter robust estimation:

Parameter Estimation Techniques: A Tutorial with Application to Conic Fitting

Http://research.microsoft.com /~ Zhang/INRIA/Publis/Tutorial-Estim/Main.html

Andrea Fusiello "ry in Computer Vision" Tutorial: Elements of Geometric Computer Vision

Http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/FUSIELLO4/tutorial.html#x1-520007

Documents about the Markov Monte Carlo method:

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

Information about independent component analysis (ICA:

An ICA-page

Http://www.cnl.salk.edu /~ Tony/ica.html

Fast ICA

Http://www.cis.hut.fi/projects/ica/fastica/

The Kalman Filter (introduction to the ultimate web page of Kalman Filter)
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

Several computer vision research tools

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/maid/

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 (it provides a dynamic Bayesian network framework, such as recursive information processing and analysis, Kalman filter, particle filter, sequential Monte Carlo method, etc., written in C ++)

Http://of-eval.sourceforge.net/

Matlab code for ICP Algorithm

Http://www.usenet.com/newsgroups/comp.graphics.visualization/msg00102.html

Niu Ren homepage:

Zhu songchun (Song-chun Zhu)

Http://www.stat.ucla.edu /~ Sczhu/

David Lowe (SIFT) (a handsome old man ^)

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 (a Brown graduate student, who has collected a lot of algorithm tutorials and source code on his homepage)

Http://mesh.brown.edu/dlanman/courses.html

Jianbo Shi (the initiator of Ncuts)

Http://www.cis.upenn.edu /~ Jshi/

Active Vision Group (an Oxford machine Vision research team featuring SLAM, monitoring, navigation)

Http://www.robots.ox.ac.uk/ActiveVision/index.html

Juyang Weng (Autonomous Mental Development is a machine learning expert)

Http://www.cse.msu.edu /~ Weng/

Test image or video:

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