Proceedings of 3rd International Conference on Multimedia Technology(ICMT-13)

A New Fast Algorithm for Image Denoising

Authors
Zheng Shixiu, Pan Zhenkuan, Jiang Chunxiao, Wang Guodong
Corresponding Author
Zheng Shixiu
Available Online November 2013.
DOI
https://doi.org/10.2991/icmt-13.2013.84How to use a DOI?
Keywords
variational method; image denoising; TV-L1 model; Dual method; Split-Dual algorithm
Abstract
In this paper, the classic TV-L1 model is extended to a hybrid TV-L1 model based on first order and second order derivatives to remove image noises, preserve geometry, contrast and overcome staircase effects. To improve efficien-cy, a fast algorithm based on dual method which is called the Split-Dual algorithm is designed for the model. Finally, the denoising quality and the computational time between the proposed algorithm and some other traditional methods are compared.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
3rd International Conference on Multimedia Technology(ICMT-13)
Part of series
Advances in Intelligent Systems Research
Publication Date
November 2013
ISBN
978-90-78677-89-5
ISSN
1951-6851
DOI
https://doi.org/10.2991/icmt-13.2013.84How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Zheng Shixiu
AU  - Pan Zhenkuan
AU  - Jiang Chunxiao
AU  - Wang Guodong
PY  - 2013/11
DA  - 2013/11
TI  - A New Fast Algorithm for Image Denoising
BT  - 3rd International Conference on Multimedia Technology(ICMT-13)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/icmt-13.2013.84
DO  - https://doi.org/10.2991/icmt-13.2013.84
ID  - Shixiu2013/11
ER  -