Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation.
Xingang PanXiaohang ZhanBo DaiDahua LinChen Change LoyPing LuoPublished in: CoRR (2020)
Keyphrases
- image restoration
- total variation
- image prior
- edge preserving
- markov random field
- image processing
- regularization parameter
- low level vision
- blurred images
- prior knowledge
- regularization method
- super resolution
- image deblurring
- generative model
- point spread function
- maximum a posteriori
- image restoration problems
- prior model
- restoration method
- image deconvolution
- markov random field models
- iterative image restoration
- modified hopfield neural network
- gaussian noise
- denoising
- motion blur
- prior information
- image segmentation
- wiener filter
- restoration algorithm
- kernel estimation
- frequency domain
- adaptive neighborhood
- higher order