首页 > 代码库 > 2013计算机视觉代码合集四
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 Detection(OpenCV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 Fields(CRF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Matlab和Octave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Matlab和C++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