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