goose's Blog

Happy coding

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

 

CRFSuite http://www.chokkan.org/software/crfsuite/
Stair Vision Library http://ai.stanford.edu/~sgould/svl/
CRF2D http://people.cs.ubc.ca/~murphyk/Software/CRF/CRF2D.zip
SVMStruct http://www.cs.cornell.edu/People/tj/svm_light/svm_struct.html
PLSA http://people.csail.mit.edu/torralba/iccv2005/index.html
LDA

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

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

HMM http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html
Mallet http://mallet.cs.umass.edu/index.php
openPNL http://sourceforge.net/projects/openpnl/
Bayes Net Toolbox for Matlab http://code.google.com/p/bnt/
FastInf http://compbio.cs.huji.ac.il/FastInf/fastInf/FastInf_Homepage.html
libDAI http://www.libdai.org/
UGM http://www.cs.ubc.ca/~schmidtm/Software/UGM.html
OpenBUGS http://www.openbugs.info/w/

 

图像标注/分类相关

 

图像分割

 

JSEG http://vision.ece.ucsb.edu/segmentation/jseg/
NCut http://www.cis.upenn.edu/~jshi/software/
Variational  Segmentation http://aakash.ece.ucsb.edu/imdiffuse/segment.aspx
EdgeFlow http://vision.ece.ucsb.edu/segmentation/edgeflow/software/
MeanShift http://www.vlfeat.org/
Berkeley Edge http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/index2.html
Superpixels

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

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

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

 

特征提取

Self-Similarity Descriptor http://www.robots.ox.ac.uk/~vgg/software/SelfSimilarity/
Filters http://www.robots.ox.ac.uk/~vgg/research/texclass/filters.html
Shape Context http://www.seas.upenn.edu/~limingw/obj_det_accv07/code.html
SIFT http://www.vlfeat.org/
Color Descriptors

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

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

Affine Detectors http://www.robots.ox.ac.uk/~vgg/research/affine/
Affine Descriptors http://www.robots.ox.ac.uk/~vgg/research/affine/descriptors.html#binaries

 

分类

Kmeans http://www.robots.ox.ac.uk/~vgg/software/
FASTCLUSTER http://www.robots.ox.ac.uk/~vgg/software/fastcluster/
FASTANN http://www.robots.ox.ac.uk/~vgg/software/fastann/
Sparse Coding http://www.di.ens.fr/willow/SPAMS/
LLC http://www.ifp.illinois.edu/~jyang29/LLC.htm
LibSVM http://www.csie.ntu.edu.tw/~cjlin/libsvm/
LibLinear http://www.csie.ntu.edu.tw/~cjlin/liblinear/
libpmk http://people.csail.mit.edu/jjl/libpmk/
Random Forest http://code.google.com/p/randomforest-matlab/
CLOP http://clopinet.com/CLOP/