科學網-蔣冬梅的博客-[轉載]計算機視覺文獻與代碼資源
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路框架,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演算法教程和源碼) 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 |
本文引用地址:http://www.sciencenet.cn/m/user_content.aspx?id=297551
推薦閱讀:
※緊身牛仔褲搭配寬鬆外套 營造超顯瘦視覺
※男女眼中的視覺「惰性」[圖]
※哈勃望遠鏡已服役25周年,看看它帶給我們的宇宙視覺盛宴
※曝女子扶摔倒大媽被訛十幾萬 對方還稱」上頭有人」 | 北晚新視覺
※狗憑嗅覺還是視覺認出主人 的?