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計算機視覺CV領域大牛及研究組主頁連結

牛人主頁(主頁有很多論文程式碼)

Ce Liu atMicrosoft Research New England

Devi Parikh at  TTI-Chicago (MarrPrize at ICCV2011)

John Wright atColumbia Univ.

David Ross atGoogle/Youtube

相關領域:

大神們:

David Lowe atUniv. of British Columbia

Mubarak Shah at Univ. of Central Florida

Yi Ma atMSRA

重要研究組:

LEAR atINRIA

ComputerVision Lab at Univ. of Southern California

潛力牛人:

Matt Flagg atGeorgia Tech.

Yinan Yu atCASIA (PASCAL VOC 2010 Detection Challenge Winner)

(93)CMU博士田淵棟:http://www.cs.cmu.edu/~yuandong/
(94)CMU
副教授Srinivasa Narasimhan:http://www.cs.cmu.edu/~srinivas/
(95)CMU

大學ILIM實驗室:http://www.cs.cmu.edu/~ILIM/
(96)
哥倫比亞大學教授Sheer K.Nayar:http://www.cs.columbia.edu/~nayar/
(97)
三菱電子研究院研究員Fatih Porikli http://www.porikli.com/
(98)
康奈爾大學教授Daniel Huttenlocherhttp://www.cs.cornell.edu/~dph/
(99)
南京大學教授周志華:http://cs.nju.edu.cn/zhouzh/index.htm
(100)
芝加哥豐田技術研究所助理教授Devi Parikh:http://ttic.uchicago.edu/~dparikh/index.html
(101)
瑞士聯邦理工學院博士後

Machine LearningOpen Source Software

·        Matlab Codefor Graph EmbeddingDiscriminant Analysis on Grassmannian Manifolds for Improved Image Set Matching (CVPR),2011.

·        Matlab Codefor Optimal Local Basis: AReinforcement Learning Approach for Face Recognition(IJCV), vol. 81,no. 2, pp. 191-204, 2009.

牛人bolg

CVonline

李子青的大作:

Markov Random Field Modeling in Computer Vision

Handbook of Face Recognition (PDF)

張正友的有關引數魯棒估計著作:

Parameter Estimation Techniques:A Tutorial with Application to Conic Fitting

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

有關馬爾可夫蒙特卡羅方法的資料:

An introduction to Markov chain Monte Carlo

Markov Chain Monte Carlo for Computer Vision--- A tutorial at ICCV05

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

An ICA-Page

Fast ICA

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

Cached k-d tree search for ICP algorithms

幾個計算機視覺研究工具

Machine Vision Toolbox for Matlab

Matlab and Octave Function for Computer Vision and Image Processing

Bayes Net Toolbox for Matlab

OpenCV (Chinese)

Gandalf (A Computer Vision and Numerical Algorithm Labrary)

CMU Computer Vision Home Page

Machine Learning Resource Links

The Bayesian Filtering Library

Optical Flow Algorithm Evaluation (提供了一個動態貝葉斯網路框架,例如遞迴資訊處理與分析、卡爾曼濾波、粒子濾波、序列蒙特卡羅方法等,C++寫的)

MATLAB code for ICP algorithm

牛人主頁:

朱鬆純 (Song-Chun Zhu

David Lowe (SIFT) (很帥的一個老頭哦 ^ ^)

Andrea Vedaldi (SIFT)

Pedro F. Felzenszwalb

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原始碼)

Jianbo Shi (Ncuts 的始作俑者)

Active Vision Group (Oxford的一個機器視覺研究團隊,特色是SLAM,監視,導航)

Middlebury College‘s Stereo Vision Data Set

Intelligent Vehicle:

IVSource

Robot Car

How to Build a Robot: The Computer Vision Part

收集的一般牛人主頁(帶程式碼):

 Xiaofei He(machine learning code)

 YingNian Wu(active base model code)

布朗大學計算機主頁(可找到該校CS牛人部落格)

Navneet Dalal(Histograms of Oriented Gradients for Human Detection )

Paul Viola(Robust Real-timeObject Detection)