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
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
Niu Ren homepage:
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 (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
Test image or video:
Middlebury College's stereo vision data set
Http://cat.middlebury.edu/stereo/data.html