With CRF for image segmentation and testing, MATLAB prepared, very easy to use

CRF2D
.....\@latticeFeatures
.....\................\compareLabels.m
.....\................\display.m
.....\................\enterEvidence.m
.....\................\initWeights.m
.....\................\latticeFeatures.m
.....\................\mkEdgeFeatures.m
.....\................\mkEdgeFeatures.m~
.....\................\mkExpectedEdgeFeatures.m
.....\................\mkExpectedNodeFeatures.m
.....\................\mkNodeFeatures.m
.....\................\mkObsEdgeFeatures.m
.....\................\mkObsNodeFeatures.m
.....\................\mkPotentials.m
.....\................\plGradient.m
.....\................\plGradient.m~
.....\................\plGradientBroken.m
.....\................\private
.....\................\.......\expandFeatureVec.c
.....\................\.......\expandFeatureVec.dll
.....\................\.......\expandFeatureVec.mexglx
.....\................\.......\getMu.m
.....\................\splitWeights.m
.....\................\subsasgn.m
.....\................\subsref.m
.....\@latticeInferBP
.....\...............\display.m
.....\...............\infer.m
.....\...............\latticeInferBP.m
.....\...............\private
.....\...............\.......\betheMRF2log0.m
.....\...............\.......\BP_GeneralComplex_C.c
.....\...............\.......\BP_GeneralComplex_C.dll
.....\...............\.......\BP_GeneralComplex_C.mexglx
.....\...............\.......\BP_General_C.c
.....\...............\.......\BP_General_C.dll
.....\...............\.......\BP_General_C.mexglx
.....\...............\.......\computeEdgeBel.m
.....\...............\subsasgn.m
.....\...............\subsref.m
.....\@latticeInferMF
.....\...............\display.m
.....\...............\infer.m
.....\...............\latticeInferMF.m
.....\...............\private
.....\...............\.......\computeEdgeBel.m
.....\...............\.......\MFGibbsFreeEnergy.m
.....\...............\.......\MF_General.m
.....\...............\.......\MF_GeneralComplex_C.c
.....\...............\.......\MF_GeneralComplex_C.dll
.....\...............\.......\MF_GeneralComplex_C.mexglx
.....\...............\subsasgn.m
.....\...............\subsref.m
.....\demos
.....\.....\#demoIsing.m#
.....\.....\#demoMulti.m#
.....\.....\#demoSingle.m#
.....\.....\demoIsing.m
.....\.....\demoIsing.m~
.....\.....\demoMulti.m
.....\.....\demoSingle.m
.....\.....\X.PNG
.....\objectives
.....\..........\classifPerformance.m
.....\..........\logistDeriv.m
.....\..........\pseudoLikGradient.m
.....\..........\pseudoLikGradientWeights.m
.....\..........\scrfGradient.m
.....\..........\scrfGradientWeights.m
.....\optimize
.....\........\displayIter.m
.....\........\smd.m
.....\........\stochgrad.m
.....\tools
.....\.....\approxeq.m
.....\.....\assert.m
.....\.....\assign_edge_nums_lattice.m
.....\.....\logist2Apply.m
.....\.....\mkMinibatches.m
.....\.....\normalize.m
.....\.....\process_options.m
.....\.....\repmatC.c
.....\.....\repmatC.dll
.....\.....\repmatC.mexglx
.....\.....\starEdgeNum
.....\.....\...........\StarEdge_EdgeNum.m
.....\.....\...........\StarEdge_FindNeighbors.m
.....\.....\...........\StarEdge_GetNodes.m
.....\.....\...........\StarEdge_MakeEdgeNums_Lattice2.m
.....\.....\subv2ind.m
.....\.....\suptitle.m

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