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2011 Ninth International Conference on Software Engineering Research, Management and Applications
The General Variation Models of Additive and Multiplicative Noise Removal of Color Images and Their Split Bregman Algorithms
Baltimore, Maryland USA
August 10-August 12
ISBN: 978-0-7695-4490-8
| ASCII Text | x | ||
| Zhenkuan Pan, Cuiping Wang, Weibo Wei, Chao Lu, "The General Variation Models of Additive and Multiplicative Noise Removal of Color Images and Their Split Bregman Algorithms," Software Engineering Research, Management and Applications, ACIS International Conference on, pp. 54-59, 2011 Ninth International Conference on Software Engineering Research, Management and Applications, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/SERA.2011.13, author = {Zhenkuan Pan and Cuiping Wang and Weibo Wei and Chao Lu}, title = {The General Variation Models of Additive and Multiplicative Noise Removal of Color Images and Their Split Bregman Algorithms}, journal ={Software Engineering Research, Management and Applications, ACIS International Conference on}, volume = {0}, year = {2011}, isbn = {978-0-7695-4490-8}, pages = {54-59}, doi = {http://doi.ieeecomputersociety.org/10.1109/SERA.2011.13}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Software Engineering Research, Management and Applications, ACIS International Conference on TI - The General Variation Models of Additive and Multiplicative Noise Removal of Color Images and Their Split Bregman Algorithms SN - 978-0-7695-4490-8 SP54 EP59 A1 - Zhenkuan Pan, A1 - Cuiping Wang, A1 - Weibo Wei, A1 - Chao Lu, PY - 2011 KW - Additive noise removal KW - multiplicative noise removal KW - Split Bregman algorithms KW - Color images VL - 0 JA - Software Engineering Research, Management and Applications, ACIS International Conference on ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/SERA.2011.13
The general variation diffusion models for additive and multiplicative noise removal of color images are proposed and their Split Bregman algorithms are designed via introducing auxiliary variables and Bregman iterative parameters, which lead to simple Poisson equations and analytical soft threshold formulas of the original minimization problems. The MTV (Multichannel Total Variation) and MPM (Multichannel Perona Malik) regularizations are considered as two examples of the proposed general regularizer and used for additive and multiplicative noise removal of color images with different kinds of noise. Finally, some numerical experiments are provided to validate the models and algorithms proposed in this paper.
Index Terms:
Additive noise removal, multiplicative noise removal, Split Bregman algorithms, Color images
Citation:
Zhenkuan Pan, Cuiping Wang, Weibo Wei, Chao Lu, "The General Variation Models of Additive and Multiplicative Noise Removal of Color Images and Their Split Bregman Algorithms," sera, pp.54-59, 2011 Ninth International Conference on Software Engineering Research, Management and Applications, 2011
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