UGPNet: Universal Generative Prior for Image Restoration.
Hwayoon LeeKyoungkook KangHyeongmin LeeSeung-Hwan BaekSunghyun ChoPublished in: WACV (2024)
Keyphrases
- image restoration
- image prior
- total variation
- edge preserving
- image processing
- super resolution
- generative model
- prior knowledge
- image deconvolution
- blurred images
- wiener filter
- markov random field
- iterative image restoration
- low level vision
- image deblurring
- markov random field models
- modified hopfield neural network
- motion blur
- point spread function
- regularization parameter
- restoration algorithm
- restored image
- blur identification
- image restoration problems
- multiscale
- degraded images
- total least squares
- restoration method
- kernel estimation
- blind image restoration
- pairwise