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An approximation of the Mumford–Shah energy by a family of discrete edge-preserving functionals

✍ Scribed by Gilles Aubert; Laure Blanc-Féraud; Riccardo March


Publisher
Elsevier Science
Year
2006
Tongue
English
Weight
225 KB
Volume
64
Category
Article
ISSN
0362-546X

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✦ Synopsis


We show the -convergence of a family of discrete functionals to the Mumford and Shah image segmentation functional. The functionals of the family are constructed by modifying the elliptic approximating functionals proposed by Ambrosio and Tortorelli. The quadratic term of the energy related to the edges of the segmentation is replaced by a nonconvex functional.