Physics-Based Generative Adversarial Models for Image Restoration and Beyond.
Jinshan PanYang LiuJiangxin DongJiawei ZhangJimmy S. J. RenJinhui TangYu-Wing TaiMing-Hsuan YangPublished in: CoRR (2018)
Keyphrases
- image restoration
- markov random field models
- image processing
- total variation
- edge preserving
- generative model
- markov random field
- probabilistic model
- super resolution
- image deblurring
- blurred images
- restoration algorithm
- bayesian framework
- total least squares
- degraded images
- motion blur
- random fields
- cross validation
- model selection
- image restoration problems
- blur identification
- regularization method
- regularization parameter
- high quality