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Topology preserving brain tissue segmentation using graph cuts
2012
2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis
In segmentation of magnetic resonance brain images, it is important to maintain topology of the segmented structures. In this work, we present a framework to segment multiple objects in a brain image while preserving the topology of each object as given in an initial topological template. The framework combines the advantages of digital topology and several existing techniques in graph cuts segmentation. The proposed technique can handle any given topology and enforces object-level
doi:10.1109/mmbia.2012.6164754
dblp:conf/mmbia/LiuBCP12
fatcat:rwl6pf53y5aernf5qceshf3yd4