duguepes-matroutines

A collection of Matlab routines implementing various tasks related with pattern recognition and computer vision. http://www.cs.uoi.gr/~sfikas

Useful files

Contents.m -------- Package summary
buildSegmentation.m -------- Builds a segmentation on a given image. Numerous clustering/segmentation methods are supported.
gaussianMixBayesian.m -------- Train a GMM w/ Gaussian-Wishart priors using Variational EM.
gaussianMixBayesianContinuousLp.m -------- Train a GMM w/ the model presented in Sfikas et al. "Edge-preserving spatially-varying mixtures for image segmentation" [CVPR 2008] and the corresponding model in Sfikas et al. "Spatially varying mixtures incorporating line processes for image segmentation" [JMIV 2010].
buildSegmentation.m

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
blobworld		blobworld
matrixManipulation		matrixManipulation
mexRoutines		mexRoutines
mixtureLearning		mixtureLearning
pdfDistances		pdfDistances
segmentation		segmentation
texture		texture
undersampling		undersampling
Contents.asv		Contents.asv
Contents.m		Contents.m
LICENSE		LICENSE
README.md		README.md
buildRetrievalIndex.m		buildRetrievalIndex.m
deterministicKmeans.m		deterministicKmeans.m
gaussianValue.m		gaussianValue.m
imRAG.m		imRAG.m
imnoiseSNR.m		imnoiseSNR.m
lab2rgb.m		lab2rgb.m
logGaussianValue.m		logGaussianValue.m
logStudentValue.m		logStudentValue.m
mahalanobis.m		mahalanobis.m
makeMovie.m		makeMovie.m
medoid.m		medoid.m
model2image.m		model2image.m
multistartKmeans.m		multistartKmeans.m
randGmm.m		randGmm.m
rgb2lab.m		rgb2lab.m
seg2image.m		seg2image.m
squareDist.m		squareDist.m
studentValue.m		studentValue.m
xrgb2lab.m		xrgb2lab.m