Discriminative Transfer Learning for General Image Restoration.
Lei XiaoFelix HeideWolfgang HeidrichBernhard SchölkopfMichael HirschPublished in: IEEE Trans. Image Process. (2018)
Keyphrases
- image restoration
- transfer learning
- total variation
- knowledge transfer
- edge preserving
- learning tasks
- regularization parameter
- markov random field
- image processing
- machine learning
- super resolution
- semi supervised
- iterative image restoration
- text categorization
- cross domain
- target domain
- blurred images
- point spread function
- degraded images
- transfer knowledge
- modified hopfield neural network
- semi supervised learning
- labeled data
- collaborative filtering
- reinforcement learning
- machine learning algorithms
- multi task
- text classification
- active learning
- feature selection
- learning algorithm
- pairwise
- bayesian networks
- high quality
- image segmentation