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arxiv: 1405.0892 · v2 · pith:FFPBGQO6new · submitted 2014-05-05 · 💻 cs.CV

A Continuous Max-Flow Approach to Multi-Labeling Problems under Arbitrary Region Regularization

classification 💻 cs.CV
keywords max-flowregularizationarbitraryregionsegmentationacyclicallowingdirected
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The incorporation of region regularization into max-flow segmentation has traditionally focused on ordering and part-whole relationships. A side effect of the development of such models is that it constrained regularization only to those cases, rather than allowing for arbitrary region regularization. Directed Acyclic Graphical Max-Flow (DAGMF) segmentation overcomes these limitations by allowing for the algorithm designer to specify an arbitrary directed acyclic graph to structure a max-flow segmentation. This allows for individual 'parts' to be a member of multiple distinct 'wholes.'

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