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Total Variation Minimization by the Fast Level Sets Transform

Dibos, Françoise; Koepfler, Georges (2001), Total Variation Minimization by the Fast Level Sets Transform, IEEE Workshop on Variational and Level Set Methods (VLSM'01), IEEE

Type
Communication / Conférence
Date
2001
Conference title
IEEE Workshop on Variational and Level Set Methods (VLSM'01)
Conference date
2001-07
Conference city
Vancouver
Conference country
Canada
Book title
IEEE Workshop on Variational and Level Set Methods (VLSM'01)
Publisher
IEEE
ISBN
0-7695-1278-X
Metadata
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Author(s)
Dibos, Françoise
Koepfler, Georges
Abstract (EN)
The minimization of the Total Variation is an important tool of image processing. A lot of authors have addressed the problem and developed algorithms for image denoising. In a previous paper we gave an alternative approach of the Total Variation minimization problem based on the Coarea formula. The aim of this paper is to present a new efficient algorithm for the Coarea formula approach, based on the Fast Level Sets Transform.
Subjects / Keywords
Coarea formula; Fast Level Sets Transform; Total Variation minimization problem; image processing