A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning.
Vanika SinghalAngshul MajumdarPublished in: Pattern Recognit. (2020)
Keyphrases
- domain adaptation
- dictionary learning
- inverse problems
- sparse representation
- sparse coding
- image reconstruction
- global optimization
- convex optimization
- cross domain
- multiple sources
- labeled data
- semi supervised learning
- semi supervised
- image processing
- partial differential equations
- target domain
- optimization methods
- computer vision
- smoothness constraint
- high quality
- data sets
- generative model
- high dimensional
- transfer learning
- pattern recognition
- unlabeled data
- training data
- small number
- early vision
- data analysis