A Novel Approach for Image Super Resolution Using Kernel Methods.
Adhish PrasoonHimanshu ChaubeyAbhinav GuptaRohit GargSantanu ChaudhuryPublished in: PReMI (2015)
Keyphrases
- image super resolution
- kernel methods
- dictionary learning
- low resolution
- machine learning
- kernel function
- super resolution
- support vector
- edge preserving
- high resolution
- kernel regression
- image registration
- maximum a posteriori
- support vector machine
- feature space
- sparse representation
- sparse coding
- map estimation
- probabilistic model
- image patches
- high quality