Lightweight Modules for Efficient Deep Learning based Image Restoration.
Avisek LahiriSourav BairagyaSutanu BeraSiddhant HaldarPrabir Kumar BiswasPublished in: CoRR (2020)
Keyphrases
- lightweight
- image restoration
- deep learning
- edge preserving
- total variation
- markov random field
- image processing
- super resolution
- iterative image restoration
- regularization parameter
- machine learning
- degraded images
- restoration algorithm
- modified hopfield neural network
- blurred images
- regularization method
- blind image restoration
- image sequences
- restoration method