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Algorithms for Finding Global Minimizers of Image Segmentation and Denoising Models (2006)
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by
Tony F. Chan
,
Selim Esedoglu
,
Mila Nikolova
| Venue: | SIAM JOURNAL ON APPLIED MATHEMATICS |
| Citations: | 153 - 6 self |
BibTeX
@TECHREPORT{Chan06algorithmsfor,
author = {Tony F. Chan and Selim Esedoglu and Mila Nikolova},
title = {Algorithms for Finding Global Minimizers of Image Segmentation and Denoising Models},
institution = {SIAM JOURNAL ON APPLIED MATHEMATICS},
year = {2006}
}
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Abstract
We show how certain nonconvex optimization problems that arise in image processing and computer vision can be restated as convex minimization problems. This allows, in particular, the finding of global minimizers via standard convex minimization schemes.
