Computer Vision

Introductory Computer Vision class homepages

 

MIT -- Bill Freeman

University of Illinois -- David Kriegman

University of Wisconsin -- Chuck Dyer

Stanford -- Christoph Bregler, Stan Birchfield

Berkeley -- Jitendra Malik

Carnegie-Mellon -- Tai Sing Lee

Carnegie-Mellon -- Martial Hebert

UCLA -- Stefano Soatto

University of Washington -- Steve Seitz

Johns Hopkins -- Gregory Hager

University of Pennsylvania -- C.J. Taylor

Penn State -- Octavia Camps

University of Maryland -- Larry Davis

Rutgers -- Doug DeCarlo

Australian National University -- Gareth Loy

Toronto -- Allan Jepson

Princeton -- Szymon Rusinkiewicz

UC San Diego (Image Processing) -- Serge Belongie

 

Advanced Vision classes/seminars

 

Berkeley -- Advanced Topics in Computer Vision & Robotics -- Jana Kosecka

MIT -- Computer Vision for Interface and Surveillance -- Trevor Darrell

Carnegie-Mellon -- Image-based Modeling and Rendering -- Paul Heckbert, Jianbo Shi

Carnegie-Mellon -- Advanced Perception -- Martial Hebert

UC Santa Barbara -- Matthew Turk

Caltech -- Dynamic Machine Vision for Intelligent Vehicles -- Ernst Dickmanns

 

Introductory Robotics classes

 

University of Washington -- Dieter Fox

Carnegie-Mellon -- Illah Nourbakhsh

University of Pennsylvania -- Kostas Daniilidis

 

Advanced Robotics classes/seminars

 

University of Washington -- AI-based Mobile Robotics -- Dieter Fox

Carnegie-Mellon -- Fundamentals of AI for Robotics -- Andrew Moore

Carnegie-Mellon -- Statistical Techniques in Robotics -- Sebastian Thrun

Berkeley -- Advanced Topics in Robotics -- Ken Goldberg

MIT -- Probabilistic Techniques for Mobile Robotics -- John Leonard

 

Miscellaneous

 

Georgia Tech -- Machine Learning -- Frank Dellaert

 

Other lists

 

One compiled at Swarthmore

 

 

 

 

 

 

 

 

 

 

 

Computer Vision Homepage 资源很全的一个门户， cmu搞的

UCF   computer vision 相关，有较多源代码

Computer Vision Software 正如题目，有许多相关软件、代码

Web 资源 某人的网页，收集了CV界的一些资源，如牛人、牛团体等

UC Berkeley Computer Vision Group
People in Computer Vision 人物邮件的收集

Active ContoursDaniel Freedman 搞active contours tracking distributions的，最近转搞Graph Cuts

Nikos Paragios 搞active contours (regions) tracking的，最近转搞医学图像处理

GVF Chengyang Xu的GVF极其给出的示例、代码页

Video Processing and SegmentationMubarack Shah 搞Video Segmentation and Processing的，应该比较牛

Sohaib's Research Page 一个搞Video Segmentation的家伙

Gregory D. Hager 领导一个CIRL Lab， 主要搞视频分割、跟踪、视觉人机交互

Mean-shiftDorin Comaniciu 搞mean-shift分割和跟踪的创始人之一

Level-setStranley Osher

J. A. Sethian

Chunming Li 搞 without reinitialization 的，旧主页在这。

cvpr group, Bonn U. Cremers领导的一个组，此人搞变分motion competition的

UCLA 应用数学系的报告. 一大堆paper的预印本，以变分、pde、levelset等搞图像为主

Graph CutsGraph Cuts for Energy Minimization 搞Graph Cuts的几个牛人的网页，资料全，有文章，有代码

Leo Grady 一个毕业不久的家伙，有他的文章，以及他写的Graph Analysis Toolbox for MATLAB

Image SegmentationSongchun Zhu 搞分割的牛人，对概率、ddmcmc等牛

Clark 把Songchun Zhu的方法用到video，这家伙的主页做得不错，把自己相关的研究都做了简单而有重点的介绍

Particle filterSequential monte carlo 很全的主页

nando 有许多代码，各种不同的pf