Few-Shot Real Image Restoration via Distortion-Relation Guided Transfer Learning.
Xin LiXin JinJun FuXiaoyuan YuBei TongZhibo ChenPublished in: CoRR (2021)
Keyphrases
- image restoration
- transfer learning
- knowledge transfer
- total variation
- learning tasks
- image processing
- labeled data
- cross domain
- super resolution
- machine learning algorithms
- semi supervised learning
- text classification
- markov random field
- reinforcement learning
- machine learning
- transfer knowledge
- active learning
- text categorization
- iterative image restoration
- collaborative filtering
- degraded images
- regularization parameter
- point spread function
- motion blur
- target domain
- domain adaptation
- multi task
- learning algorithm
- modified hopfield neural network
- blurred images
- neural network
- high resolution
- support vector
- image segmentation
- data sets