代码和论文

来源：互联网发布：全国dna数据库比对编辑：程序博客网时间：2024/05/17 08:38

http://blog.sina.com.cn/s/blog_5309cefc01014nqy.html

CV各类算法的经典论文及代码

(2012-04-19 17:24:12)

http://www.csee.wvu.edu/~xinl/source.html

CV常用算法的工具箱

(2012-04-19 17:27:26)

http://guoqiaojin.is-programmer.com/categories/6733/posts

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Prize-Collecting Steiner Tree

Maximum Weight Connected Subgraph (MWCS)

Prize-Collecting Steiner Tree (PCST)

Efﬁcient Region Search for Object Detection

http://homepage.univie.ac.at/ivana.ljubic/research/pcstp/

Graphical Models

CRFSuitehttp://www.chokkan.org/software/crfsuite/Stair Vision Libraryhttp://ai.stanford.edu/~sgould/svl/CRF2Dhttp://people.cs.ubc.ca/~murphyk/Software/CRF/CRF2D.zipSVMStructhttp://www.cs.cornell.edu/People/tj/svm_light/svm_struct.htmlPLSAhttp://people.csail.mit.edu/torralba/iccv2005/index.htmlLDA

http://www.cs.princeton.edu/~blei/lda-c/

http://chasen.org/~daiti-m/dist/lda/

HMMhttp://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.htmlMallethttp://mallet.cs.umass.edu/index.phpopenPNLhttp://sourceforge.net/projects/openpnl/Bayes Net Toolbox for Matlabhttp://code.google.com/p/bnt/FastInfhttp://compbio.cs.huji.ac.il/FastInf/fastInf/FastInf_Homepage.htmllibDAIhttp://www.libdai.org/UGMhttp://www.cs.ubc.ca/~schmidtm/Software/UGM.htmlOpenBUGShttp://www.openbugs.info/w/

图像标注/分类相关

图像分割

JSEGhttp://vision.ece.ucsb.edu/segmentation/jseg/NCuthttp://www.cis.upenn.edu/~jshi/software/Variational Segmentationhttp://aakash.ece.ucsb.edu/imdiffuse/segment.aspxEdgeFlowhttp://vision.ece.ucsb.edu/segmentation/edgeflow/software/MeanShifthttp://www.vlfeat.org/Berkeley Edgehttp://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/index2.htmlSuperpixels

http://www.eecs.berkeley.edu/Research/Projects/CS/vision/bsds/code/

http://www.cs.sfu.ca/~mori/research/superpixels/

Graph-Based Segmentationhttp://people.cs.uchicago.edu/~pff/segment/

特征提取

Self-Similarity Descriptorhttp://www.robots.ox.ac.uk/~vgg/software/SelfSimilarity/Filtershttp://www.robots.ox.ac.uk/~vgg/research/texclass/filters.htmlShape Contexthttp://www.seas.upenn.edu/~limingw/obj_det_accv07/code.htmlSIFThttp://www.vlfeat.org/Color Descriptors

http://lear.inrialpes.fr/people/vandeweijer/color_descriptors.html

http://koen.me/research/colordescriptors/

Affine Detectorshttp://www.robots.ox.ac.uk/~vgg/research/affine/Affine Descriptorshttp://www.robots.ox.ac.uk/~vgg/research/affine/descriptors.html#binaries

分类

Kmeanshttp://www.robots.ox.ac.uk/~vgg/software/FASTCLUSTERhttp://www.robots.ox.ac.uk/~vgg/software/fastcluster/FASTANNhttp://www.robots.ox.ac.uk/~vgg/software/fastann/Sparse Codinghttp://www.di.ens.fr/willow/SPAMS/LLChttp://www.ifp.illinois.edu/~jyang29/LLC.htmLibSVMhttp://www.csie.ntu.edu.tw/~cjlin/libsvm/LibLinearhttp://www.csie.ntu.edu.tw/~cjlin/liblinear/libpmkhttp://people.csail.mit.edu/jjl/libpmk/Random Foresthttp://code.google.com/p/randomforest-matlab/CLOPhttp://clopinet.com/CLOP/

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