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Augmented Lagrangian-Based Sparse Representation Method with Dictionary Updating for Image Deblurring

Published:2013-01 Issue:3 Volume:6 Page:1689-1718
ISSN:1936-4954
Container-title:SIAM Journal on Imaging Sciences
language:en
Short-container-title:SIAM J. Imaging Sci.

Author:

Liu Qiegen,Liang Dong,Song Ying,Luo Jianhua,Zhu Yuemin,Li Wenshu

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,General Mathematics

Link

http://epubs.siam.org/doi/pdf/10.1137/110857349

Reference58 articles.

1. Fast Image Recovery Using Variable Splitting and Constrained Optimization

2. An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

3. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

4. Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems

5. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

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