Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models.
Mohammad Shahab SepehriZalan FabianMahdi SoltanolkotabiPublished in: CoRR (2024)
Keyphrases
- image restoration
- state space
- multiscale
- total variation
- markov random field models
- edge preserving
- image processing
- super resolution
- iterative image restoration
- image deblurring
- probabilistic model
- regularization parameter
- blur identification
- restoration algorithm
- reinforcement learning
- regularization method
- blurred images
- wiener filter
- blind image restoration
- adaptive neighborhood
- wavelet transform
- random fields
- pairwise
- model selection
- scale space
- markov random field
- edge detection
- denoising
- color images