Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration.
Haokui ZhangYing LiHao ChenChengrong GongZongwen BaiChunhua ShenPublished in: Int. J. Comput. Vis. (2022)
Keyphrases
- image restoration
- memory efficient
- neural architecture
- iterative deepening
- total variation
- edge preserving
- image processing
- search algorithm
- super resolution
- markov random field
- search space
- neural network
- blurred images
- regularization parameter
- regularization method
- image deblurring
- adaptive neighborhood
- iterative image restoration
- motion blur
- restoration method
- feed forward
- blind image restoration
- point spread function
- degraded images
- blur identification
- image restoration problems
- activation function
- video sequences
- restored image
- dynamic programming
- multi layer perceptron
- computational complexity
- random fields
- pairwise
- basis functions
- motion estimation