Image Restoration with Point Spread Function Regularization and Active Learning.
Peng JiaJiameng LvRunyu NingYu SongNan LiKaifan JiChenzhou CuiShanshan LiPublished in: CoRR (2023)
Keyphrases
- image restoration
- point spread function
- active learning
- blind restoration
- regularization parameter
- blind deconvolution
- wiener filter
- regularization method
- generalized cross validation
- blurred images
- image deconvolution
- total variation
- blind image deconvolution
- edge preserving
- blur identification
- regularization term
- markov random field
- alternating minimization
- motion blur
- semi supervised
- image deblurring
- image prior
- image processing
- restoration method
- machine learning
- super resolution
- random sampling
- noise variance
- restored image
- motion blurred image
- restoration algorithm
- training set
- degraded images
- maximum a posteriori
- motion blurred images
- bayesian estimation
- linear combination
- gray level
- high quality
- auto focusing
- mumford shah