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Rapport Année : 2003

Image decomposition: application to textured images and SAR images

Jean-François Aujol
Gilles Aubert
  • Fonction : Auteur
Laure Blanc-Féraud
Antonin Chambolle

Résumé

In this report, we present a new algorithm to split an image f into a component u belonging to BV and a component v made of textures and noise of the initial image. We introduce a functional adapted to this problem. The minimum of this functional corresponds to the image decomposition we want to get. We compute this minimum by minimizing successively our functional with respect to u and v. We carry out the mathematical study of our algorithm. We present some numerical results. On the one hand, we show how the v component can be used to classify textured images, and on the other hand, we show how the u component can be used in SAR image restoration.

Domaines

Autre [cs.OH]
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Dates et versions

inria-00071882 , version 1 (23-05-2006)

Identifiants

  • HAL Id : inria-00071882 , version 1

Citer

Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud, Antonin Chambolle. Image decomposition: application to textured images and SAR images. RR-4704, INRIA. 2003. ⟨inria-00071882⟩
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