Bayesian Methods for Image Super-Resolution.
Lyndsey C. PickupDavid P. CapelStephen J. RobertsAndrew ZissermanPublished in: Comput. J. (2009)
Keyphrases
- bayesian methods
- image super resolution
- maximum a posteriori
- super resolution
- hyperparameters
- dictionary learning
- bayesian framework
- low resolution
- gaussian processes
- model selection
- image registration
- edge preserving
- map estimation
- kernel regression
- machine learning
- sparse coding
- closed form
- low resolution images
- high resolution
- cross validation
- markov random field
- machine learning methods
- motion estimation
- image segmentation
- learning algorithm