[轉載]CV 領域 計算機視覺文獻與代碼資源

[轉載]計算機視覺文獻與代碼資源

計算機視覺文獻與代碼資源

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

 

 

張正友的有關參數魯棒估計著作：

Parameter Estimation Techniques:A Tutorial with Application to Conic Fitting

http://research.microsoft.com/~zhang/INRIA/Publis/Tutorial-Estim/Main.html

Andrea Fusiello“計算機視覺中的幾何”教程：Elements of Geometric Computer Vision

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

 

有關馬爾可夫蒙特卡羅方法的資料：

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

 

有關獨立成分分析（Independent Component Analysis , ICA）的資料：

An ICA-Page

http://www.cnl.salk.edu/~tony/ica.html

Fast ICA

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

 

       The Kalman Filter (介紹卡爾曼濾波器的終極網頁)

      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

幾個計算機視覺研究工具

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 (提供了一個動態貝葉斯網絡框架，例如遞歸信息處理與分析、卡爾曼濾波、粒子濾波、序列蒙特卡羅方法等，C++寫的)

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

 

MATLAB code for ICP algorithm

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

 

牛人主頁：

朱松純 （Song-Chun Zhu）

http://www.stat.ucla.edu/~sczhu/

 

David Lowe (SIFT) (很帥的一個老頭哦 ^ ^)

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的一個研究生，在其主頁上搜集了大量算法教程和源碼)

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的一個機器視覺研究團隊，特色是SLAM，監視，導航)

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

 

Juyang Weng（機器學習的專家，Autonomous Mental Development 是其特色）

http://www.cse.msu.edu/~weng/

測試圖片或視頻：

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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