Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation.
Xingang PanXiaohang ZhanBo DaiDahua LinChen Change LoyPing LuoPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)
Keyphrases
- image restoration
- image prior
- total variation
- markov random field
- edge preserving
- generative model
- image processing
- prior information
- prior knowledge
- wiener filter
- image deblurring
- markov random field models
- regularization parameter
- maximum a posteriori
- motion blur
- super resolution
- blurred images
- adaptive neighborhood
- regularization method
- blind image restoration
- restoration method
- modified hopfield neural network
- image deconvolution
- total least squares
- low level vision
- restoration algorithm
- prior model
- point spread function
- image restoration problems
- gauss markov
- image reconstruction