LI Yuan,WANG Shasha,CHEN Lei.Self-supervised image blind deblurring using deep generator prior[J].Optoelectronics Letters,2022,(3):187-192 |
Self-supervised image blind deblurring using deep generator prior |
Author Name | Affiliation | LI Yuan | School of Software, Henan University, Kaifeng 475004, China School of Electronic and Electrical Engineering, Shangqiu Normal University, Shangqiu 476000, China | WANG Shasha | School of Electronic and Electrical Engineering, Shangqiu Normal University, Shangqiu 476000, China | CHEN Lei | School of Software, Henan University, Kaifeng 475004, China |
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Abstract: |
thods often result in mismatched reconstruction, a deblurring framework with the relaxation strategy is implemented to tackle this problem. The pre-trained GAN and pre-trained ReblurNet are allowed to be fine-tuned on the fly in a self-supervised manner. Finally, we demonstrate empirically that the proposed model can perform favorably against the state-of-the-art methods. |
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