计算机视觉、图形学、机器学习资源

(Original Link :http://www.cnblogs.com/LyuKing/p/3633245.html )

1.0 数据集 Data Sets

用于字符识别训练和预测 The MNIST dataase of handwritten digits  http://yann.lecun.com/exdb/mnist/

2.0 优秀论文 Nice Papers

Prof LiFeiFei :Bag of Words Model

  Recognizing and learning object categories http://people.csail.mit.edu/torralba/shortCourseRLOC/

ScSPM : Images Retrieval

  Linear Spatial Pyramid Matching using Sparse Coding for Image Classification (CVPR'09) http://www.ifp.illinois.edu/~jyang29/ScSPM.htm

LDI,Layered Depth Images http://grail.cs.washington.edu/projects/ldi/

IBR,SIGGRAPH99,Image-Based Modeling, Rendering, and Lighting http://www.pauldebevec.com/IBMR99/

Image-Based Rendering in the Gradient Domain http://research.microsoft.com/en-us/um/people/kopf/gdibr/index.html

Image and Depth from a Conventional Camera with a Coded Aperture http://groups.csail.mit.edu/graphics/CodedAperture/

SIGGRAPH00,The Digital Michelangelo Project: 3D Scanning of Large Statues https://graphics.stanford.edu/papers/dmich-sig00/

3.0 课程主页Courses

Computer Vision

Richard Szeliski http://courses.cs.washington.edu/courses/cse576/08sp/ and Book http://szeliski.org/Book/

           Related 4 projects link: (CS6670 Projects, Spring 2011)  http://www.cs.cornell.edu/courses/cs6670/2011sp/projects/projects.html

讲解比较详细 Computer Image Processing and Analysis (E161) http://fourier.eng.hmc.edu/e161/

台湾的一个CV主页 http://faculty.csie.ntust.edu.tw/~klchung/CV5_ppt/

CS223 Introduction to computer vision http://robots.stanford.edu/cs223b04/announce.html

Li Zhang Slides http://pages.cs.wisc.edu/~lizhang/courses/cs766-2012f/syllabus/syllabus_proj1.htm

Computer Graphic

Stanford图形学 http://graphics.stanford.edu/courses/

Prof. Ravi Ramamoorthi——CS 283, Advanced Computer Graphics Algorithms and Techniques, http://inst.eecs.berkeley.edu/~cs283/sp13/

 4.0 牛人主页

Rachel Zhang——CSDN:http://blog.csdn.net/abcjennifer

Marc Levoy——VMware Founders Professor of Computer Science:https://graphics.stanford.edu/~levoy/

Li Zhang http://pages.cs.wisc.edu/~lizhang/

Pedro Felipe Felzenszwalb http://cs.brown.edu/~pff/

Jyh-Shing Roger Jang(張智星) http://mirlab.org/jang/

One Excellent Tutorial http://www.aishack.in/

 

5.0 会议CVPR

CVPR2013 http://www.cvpapers.com/cvpr2013.html

 

 

posted @ 2014-03-29 23:37  Lyumc  阅读(479)  评论(0编辑  收藏  举报