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

@article{Vese2006ColorTM,
  title={Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach},
  author={Luminita A. Vese and Stanley Osher},
  journal={2006 Eighth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing},
  year={2006},
  pages={103-110}
}
This paper is devoted to a new variational model for color texture modeling and color image decomposition into cartoon and texture. A given image 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… CONTINUE READING
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