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 NameAffiliation
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 
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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