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Volume: 4 | Article ID: art00085
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Adding a Noise Component To A Color Decomposition Model For Improving Color Texture Extraction
  DOI :  10.2352/CGIV.2008.4.1.art00085  Published OnlineJanuary 2008
Abstract

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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Sloven Dubois, Mathieu Lugiez, Renaud Peteri, Michel Menard, "Adding a Noise Component To A Color Decomposition Model For Improving Color Texture Extractionin Proc. IS&T CGIV 2008/MCS'08 4th European Conf. on Colour in Graphics, Imaging, and Vision 10th Int'l Symp. on Multispectral Colour Science,  2008,  pp 394 - 398,  https://doi.org/10.2352/CGIV.2008.4.1.art00085

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Copyright © Society for Imaging Science and Technology 2008
72010351
Conference on Colour in Graphics, Imaging, and Vision
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