Multi-Step Reinforcement Learning for Single Image Super-Resolution.
Kyle VassiloCory HeatwoleTarek TahaAsif MehmoodPublished in: CVPR Workshops (2020)
Keyphrases
- multi step
- single image super resolution
- reinforcement learning
- sparse coding
- super resolution
- dictionary learning
- low resolution
- image patches
- sparse representation
- natural images
- compressive sensing
- k nearest neighbor
- learning algorithm
- knn
- high resolution images
- objective function
- face recognition
- temporal difference
- learning process
- high resolution
- machine learning
- pattern recognition
- motion estimation
- spatial resolution
- high quality
- image representation
- image sequences
- super resolution algorithm
- edge detection