Memory-Oriented Structural Pruning for Efficient Image Restoration.
Xiangsheng ShiXuefei NingLidong GuoTianchen ZhaoEnshu LiuYi CaiYuhan DongHuazhong YangYu WangPublished in: AAAI (2023)
Keyphrases
- image restoration
- total variation
- edge preserving
- super resolution
- markov random field
- early vision
- regularization parameter
- image processing
- motion blur
- blind image restoration
- point spread function
- image deblurring
- image deconvolution
- adaptive neighborhood
- blur identification
- wiener filter
- restoration algorithm
- total least squares
- regularization method
- memory requirements
- low level vision
- restoration method
- gaussian noise
- natural images
- gauss markov
- modified hopfield neural network
- degraded images
- neural network
- kernel estimation
- markov random field models