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Novel image restoration model coupling gradient fidelity term based on adaptive total variation
Authors:SHI Ming-zhu  XU Ting-f  LIANG Jiong  FENG Liang  ZHANG Kun  ZHOU Li-wei
Affiliation:SHI Ming-zhu1,2,XU Ting-fa 1,LIANG Jiong 1,FENG Liang1,ZHANG Kun1,ZHOU Li-wei 1,2 (1. School of Optoelectronics,Beijing Institute of Technology,Beijing 100081,China,2. Key Laboratory of Photo Electronic Imaging Technology and System,Ministry of Education of China,China)
Abstract:A novel image restoration model coupling with a gradient fidelity term based on adaptive total variation is proposed in this paper. In order to choose proper parameters, the selection criteria were analyzed theoretically, and a simple scheme to demonstrate its validity was adopted experimentally. To make fair comparisons of performances of three models, the same numerical algorithm was used to solve partial differential equations. Both the international standard test image on Lena and HR image of CBERS-02B ...
Keywords:image restoration  total variation(TV)  gradient fidelity term  staircase effect  
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