From Posterior Sampling to Meaningful Diversity in Image Restoration.
Noa CohenHila ManorYuval BahatTomer MichaeliPublished in: ICLR (2024)
Keyphrases
- image restoration
- edge preserving
- total variation
- image processing
- super resolution
- image deblurring
- markov random field
- iterative image restoration
- adaptive neighborhood
- blurred images
- image deconvolution
- motion blur
- regularization parameter
- sample size
- posterior distribution
- restoration algorithm
- regularization method
- probabilistic model
- total least squares
- restoration method
- wiener filter
- image restoration problems
- gaussian process
- random sampling
- bayesian framework
- modified hopfield neural network
- point spread function
- probability distribution
- blur identification
- degraded images
- video sequences