Physics-Based Generative Adversarial Models for Image Restoration and Beyond.
Jinshan PanJiangxin DongYang LiuJiawei ZhangJimmy S. J. RenJinhui TangYu-Wing TaiMing-Hsuan YangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)
Keyphrases
- image restoration
- super resolution
- total variation
- edge preserving
- low level vision
- image processing
- markov random field models
- probabilistic model
- markov random field
- image deblurring
- iterative image restoration
- prior knowledge
- blind image restoration
- wiener filter
- restored image
- blurred images
- restoration algorithm
- total least squares
- blur identification
- regularization parameter
- point spread function
- bayesian framework
- image denoising
- parameter estimation
- generative model
- high quality
- three dimensional