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