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Communication Dans Un Congrès Année : 2008

Adding a Noise Component To A Color Decomposition Model For Improving Color Texture Extraction

Résumé

Following the recent work of J-F. Aujol and A. Chambolle, a decomposition model of grayscale images into three components (geometrical, texture and noise) has recently been proposed. Inspired by this work, J-F. Aujol and S. Ha Hung have introduced a new decomposition model for color images. This model splits an image into only two components: a geometrical component and a texture component. The major contribution of this paper is to add a noise component into the image decomposition model for color images in order to better separate texture from noise. Several numerical exemples illustrate the benefit of our approach.
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Dates et versions

hal-00345067 , version 1 (08-12-2008)

Identifiants

  • HAL Id : hal-00345067 , version 1

Citer

Sloven Dubois, Mathieu Lugiez, Renaud Péteri, Michel Ménard. Adding a Noise Component To A Color Decomposition Model For Improving Color Texture Extraction. 4th European Conference on Colour in Graphics, Imaging, and Vision, Jun 2008, Barcelona, Spain. p. 394-398, ISBN : 978-0-89208-2626. ⟨hal-00345067⟩
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