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2013计算机视觉代码合集四

特征提取

  • SURF特征: http://www.vision.ee.ethz.ch/software/index.de.html(当然这只是其中之一)

  • LBP特征(一种纹理特征)http://www.comp.hkbu.edu.hk/~icpr06/tutorials/Pietikainen.html

  • Fast Corner DetectionOpenCV中的Fast算法):FAST Corner Detection -- Edward Rosten

机器视觉

  • A simple object detector with boosting(Awarded the Best Short Course Prize at ICCV 2005,So了解adaboost的推荐之作)http://people.csail.mit.edu/torralba/shortCourseRLOC/boosting/boosting.html

  • Boosting(该网页上有相当全的Boosting的文章和几个Boosting代码,本人推荐):http://cbio.mskcc.org/~aarvey/boosting_papers.html

  • Adaboost Matlab 工具http://graphics.cs.msu.ru/en/science/research/machinelearning/adaboosttoolbox

  • MultiBoost(不说啥了,多类Adaboost算法的程序)http://sourceforge.net/projects/multiboost/

  • TextonBoost(我们教研室王冠夫师兄的毕设): Jamie Shotton - Code

  • LibSvm的老爹(推荐)http://www.csie.ntu.edu.tw/~cjlin/

  • Conditional Random FieldsCRF论文+Code列表,推荐)

  • CRF++: Yet Another CRF toolkit

  • Conditional Random Field (CRF) Toolbox for Matlab

  • Tree CRFs

  • LingPipe: Installation

  • Hidden Markov Models推荐)

  • 隐马尔科夫模型(Hidden Markov Models)系列之一 - eaglex的专栏 - 博客频道 - CSDN.NET(推荐)

综合代码

  • CvPapers(好吧,牛吧网站,里面有ICCV,CVPR,ECCV,SIGGRAPH的论文收录,然后还有一些论文的代码搜集,要求加精!)http://www.cvpapers.com/

  • Computer Vision Software(里面代码很多,并详细的给出了分类)http://peipa.essex.ac.uk/info/software.html

  • 某人的Windows Live(我看里面东东不少就收藏了)https://skydrive.live.com/?cid=3b6244088fd5a769#cid=3B6244088FD5A769&id=3B6244088FD5A769!523

  • MATLAB and Octave Functions for Computer Vision and Image Processing(这个里面的东西也很全,只是都是用MatlabOctave开发的)http://www.csse.uwa.edu.au/~pk/research/matlabfns/

  • Computer Vision Resources(里面的视觉算法很多,给出了相应的论文和Code,挺好的)https://netfiles.uiuc.edu/jbhuang1/www/resources/vision/index.html

  • MATLAB Functions for Multiple View Geometry(关于物体多视角计算的库)http://www.robots.ox.ac.uk/~vgg/hzbook/code/

  • Evolutive Algorithm based on Naïve Bayes models Estimation(单独列了一个算法的Code)http://www.cvc.uab.cat/~xbaro/eanbe/#_Software

主页代码

  • Pablo Negri‘s Home Page

  • Jianxin Wu‘s homepage

  • Peter Carbonetto

  • Markov Random Fields for Super-Resolution

  • Detecting and Sketching the Common

  • Pedro Felzenszwalb

  • Hae JONG, SEO

  • CAP 5416 - Computer Vision

  • Parallel Tracking and Mapping for Small AR Workspaces (PTAM)

  • Deva Ramanan - UC Irvine - Computer Vision

  • Raghuraman Gopalan

  • Hui Kong

  • Jamie Shotton - Post-Doctoral Researcher in Computer Vision

  • Jean-Yves AUDIBERT

  • Olga Veksler

  • Stephen Gould

  • Publications (Last Update: 09/30/10)

  • Karim Ali - FlowBoost

  • A simple parts and structure object detector

  • Code - Oxford Brookes Vision Group

  • Taku Kudo

行人检测

  • Histogram of Oriented Gradient (Windows)

  • INRIA Pedestrian detector

  • Poselets

  • William Robson Schwartz - Softwares

  • calvin upper-body detector v1.02

  • RPT@CVG

  • Main Page

  • Source Code

  • Dr. Luciano Spinello

  • Pedestrian Detection

  • Class-Specific Hough Forests for Object Detection

  • Jianxin Wu‘s homepage(就是上面的)

  • Berkeley大学做的Pedestrian Detector,使用交叉核的支持向量机,特征使用HOG金字塔,提供MatlabC++混编的代码http://www.cs.berkeley.edu/~smaji/projects/ped-detector/

视觉壁障

  • High Speed Obstacle Avoidance using Monocular Vision and Reinforcement Learning

  • TLD(2010年很火的tracking算法)

  • online boosting trackers

  • Boris Babenko

  • Optical Flow Algorithm Evaluation (提供了一个动态贝叶斯网络框架,例如递 归信息处理与分析、卡尔曼滤波、粒子滤波、序列蒙特卡罗方法等,C++写的)http://of-eval.sourceforge.net/

物体检测算法

  • Object Detection

  • Software for object detection

人脸检测

  • Source Code

  • 10个人脸检测项目

  • Jianxin Wu‘s homepage(又是这货)

ICA独立成分分析

  • An ICA page-papers,code,demo,links (Tony Bell)

  • FastICA

  • Cached k-d tree search for ICP algorithms

滤波算法

  • 卡尔曼滤波The Kalman Filter(终极网页)

  • Bayesian Filtering Library: The Bayesian Filtering Library

路面识别

  • Source Code

  • Vanishing point detection for general road detection

分割算法

  • MATLAB Normalized Cuts Segmentation Code:software

  • 超像素分割SLIC Superpixels

ZZ: http://blog.sina.com.cn/s/blog_5086c3e20101kdy5.html,http://www.yuanyong.org/cv/cv-code-three.html

2013计算机视觉代码合集四