By using SIAM Journals Online you agree to abide by the
Terms and Conditions of Use.

©  SIAM

 

SIAM Journal on Applied Mathematics

Next Article
Scattering by a Semi-Infinite Periodic Array and the Excitation of Surface Waves
The two-dimensional problem of acoustic scattering of an incident plane wave by a semi-infinite array of either rigid or soft circular scatterers is solved. Solutions to the corresponding infinite ar...

You are not logged in to this journal. Log in

Multiphase Image Segmentation via Modica–Mortola Phase Transition

SIAM J. Appl. Math. Volume 67, Issue 5, pp. 1213-1232 (2007)

Published June 15, 2007
Buy This PDF   (US$25)
Download PDF (395 kB) Download Compressed PostScript View Cart

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 $\Gamma$-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.

©2007 Society for Industrial and Applied Mathematics
History: Received June 11, 2006; accepted February 16, 2007; published June 15, 2007
Permalink: http://dx.doi.org/10.1137/060662708

PUBLICATION DATA

ISSN:
0036-1399 (print)   1095-712X (online)
Publisher:
AIP is a member of CrossRef SIAM

REFERENCES (55)

For access to fully linked references, you need to log in. For access to fully linked references, you need to Log in.

CITING ARTICLES

For access to citing articles, you need to log in.
For access to citing articles, you need to Log in.