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Implementation of "GrabCut": interactive foreground extraction using iterated graph cuts", in MATLAB

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6 Commits
GraphCut
GraphCut
 
 
BayesianMatting.m
BayesianMatting.m
 
 
Clustering.m
Clustering.m
 
 
EM_algorithm.m
EM_algorithm.m
 
 
EM_alternative.m
EM_alternative.m
 
 
GCMex.cpp
GCMex.cpp
 
 
GCMex.m
GCMex.m
 
 
GCMex.mexmaci64
GCMex.mexmaci64
 
 
GCMex.o
GCMex.o
 
 
GCMex_compile.m
GCMex_compile.m
 
 
GCMex_test.m
GCMex_test.m
 
 
GC_README.txt
GC_README.txt
 
 
GCoptimization.cpp
GCoptimization.cpp
 
 
GCoptimization.h
GCoptimization.h
 
 
GCoptimization.o
GCoptimization.o
 
 
GUI.fig
GUI.fig
 
 
GUI.m
GUI.m
 
 
LICENSE.TXT
LICENSE.TXT
 
 
LinkedBlockList.cpp
LinkedBlockList.cpp
 
 
LinkedBlockList.h
LinkedBlockList.h
 
 
LinkedBlockList.o
LinkedBlockList.o
 
 
README.md
README.md
 
 
ReadMe.txt
ReadMe.txt
 
 
Thumbs.db
Thumbs.db
 
 
algorithm.m
algorithm.m
 
 
algorithm_FULL_EM.m
algorithm_FULL_EM.m
 
 
block.h
block.h
 
 
cpp_mexapi_version.o
cpp_mexapi_version.o
 
 
edges4connected.m
edges4connected.m
 
 
edges8connected.m
edges8connected.m
 
 
energy.h
energy.h
 
 
example.cpp
example.cpp
 
 
fbscribbles.m
fbscribbles.m
 
 
graph.cpp
graph.cpp
 
 
graph.h
graph.h
 
 
graph.o
graph.o
 
 
linear_system_FBa.m
linear_system_FBa.m
 
 
maxflow.cpp
maxflow.cpp
 
 
maxflow.o
maxflow.o
 
 

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Implementation of the paper "GrabCut - Interactive Foreground Extraction using Iterated Graph Cuts" in Matlab

I implemented this paper as part of my BSc thesis. Good old computer vision stuff: Markov Random Fields (MRF), GraphCuts, and Gaussian Mixture Models (GMM).

Requirements

  • MATLAB

Citations

  • C. Rother, V. Kolmogorov, A. Blake, ""GrabCut": interactive foreground extraction using iterated graph cuts", ACM Trans. Graph., vol. 23, pp. 309--314, 2004

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Implementation of "GrabCut": interactive foreground extraction using iterated graph cuts", in MATLAB

Topics

computer-vision matlab gaussian-mixture-models image-segmentation markov-random-field grabcut foreground-extraction interactive-machine-learning iterated-graph-cuts

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