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

License: GNU General Public License v2.0

MATLAB 14.43% C++ 85.52% C 0.05%
matlab grabcut iterated-graph-cuts gaussian-mixture-models markov-random-field computer-vision image-segmentation foreground-extraction interactive-machine-learning

grabcut-matlab's Introduction

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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