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Conference Papers Year : 2014

On the implementation of the multi-phase region segmentation, solving the hidden phase problem

Abstract

We consider the Chan and Vese multiphase segmentation based on the partition of an image minimizing an energy involving a region-based data fidelity term and a regularization term. The common implementation of the continuous optimization of this segmentation framework, with multiple level set functions, raises some numerical issues which lead to poor performance of the method when handling more than two phases. We propose a general formulation of the multi- phase model, and a permutation method, incorporated in the level-set based implementation of the multi-phase approach to handle in an original way the so-called hidden phase problem.
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Dates and versions

hal-02286882 , version 1 (13-09-2019)

Identifiers

  • HAL Id : hal-02286882 , version 1

Cite

V. Israel-Jost, Jérôme Darbon, Elsa D. Angelini, Isabelle Bloch. On the implementation of the multi-phase region segmentation, solving the hidden phase problem. IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.4338-4342. ⟨hal-02286882⟩
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