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Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach
Timisoara, Romania September 26-September 29
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SYNASC.2006.24Eighth International Symposium on Sym ...
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Luminita A. Vese, Stanley J. Osher, "Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach," Symbolic and Numeric Algorithms for Scientific Computing, International Symposium on, pp. 103-110, Eighth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'06), 2006.
 
 
BibTex
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@article{ 10.1109/SYNASC.2006.24,
author = {Luminita A. Vese and Stanley J. Osher},
title = {Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach},
journal ={Symbolic and Numeric Algorithms for Scientific Computing, International Symposium on},
volume = {0},
year = {2006},
isbn = {0-7695-2740-X},
pages = {103-110},
doi = {http://doi.ieeecomputersociety.org/10.1109/SYNASC.2006.24},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Symbolic and Numeric Algorithms for Scientific Computing, International Symposium on
TI - Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach
SN - 0-7695-2740-X
SP103
EP110
A1 - Luminita A. Vese,
A1 - Stanley J. Osher,
PY - 2006
KW - null
VL - 0
JA - Symbolic and Numeric Algorithms for Scientific Computing, International Symposium on
ER -
 
Luminita A. Vese, University of California, Los Angeles, USA
Stanley J. Osher, University of California, Los Angeles, USA
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.
Citation:
Luminita A. Vese, Stanley J. Osher, "Color Texture Modeling and Color Image Decomposition in a Variational-PDE Approach," synasc, pp.103-110, Eighth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'06), 2006
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