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SYNASC
2006
IEEE

Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach

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Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach
This paper is devoted to a new variational model for color texture modeling and color image decomposition into cartoon and texture. A given image f in the RGB space is decomposed into a cartoon part and a texture part. The cartoon part is modeled by the space of vector-valued functions of bounded variation, while the texture or noise part is modeled by a space of oscillatory functions, dual in some sense of the BV space. Examples for color image decomposition, color image denoising, and color texture discrimination and segmentation will be presented.
Luminita A. Vese, Stanley Osher
Added 12 Jun 2010
Updated 12 Jun 2010
Type Conference
Year 2006
Where SYNASC
Authors Luminita A. Vese, Stanley Osher
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