作者
Yoon Mo Jung, Sung Ha Kang, Jianhong Shen
发表日期
2007
期刊
SIAM Journal on Applied Mathematics
卷号
67
期号
5
页码范围
1213-1232
出版商
Society for Industrial and Applied Mathematics
简介
We propose a novel multiphase segmentation model built upon the celebrated phase transition model of Modica and Mortola in material sciences and a properly synchronized fitting term that complements it. The proposed sine-sinc model outputs a single multiphase distribution from which each individual segment or phase can be easily extracted. Theoretical analysis is developed for the -convergence behavior of the proposed model and the existence of its minimizers. Since the model is not quadratic nor convex, for computation we adopted the convex-concave procedure (CCCP) that has been developed in the literatures of both computational nonlinear PDEs and neural computation. Numerical details and experiments on both synthetic and natural images are presented.
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