Boosting denoisers with reinforcement learning for image restoration.
Jie ZhangQiyuan ZhangXixuan ZhaoJiangming KanPublished in: Soft Comput. (2022)
Keyphrases
- image restoration
- reinforcement learning
- learning algorithm
- total variation
- edge preserving
- markov random field
- image processing
- super resolution
- regularization parameter
- image deblurring
- iterative image restoration
- machine learning
- point spread function
- motion blur
- image restoration problems
- gaussian noise
- regularization method
- restoration method
- markov random field models
- blurred images
- wiener filter
- image deconvolution
- adaptive neighborhood
- blind image restoration
- modified hopfield neural network
- noisy images
- blur identification
- restoration algorithm
- total least squares
- low level vision
- degraded images