A Bayesian Nonparametric Approach to Image Super-Resolution.
Gungor PolatkanMingyuan ZhouLawrence CarinDavid M. BleiIngrid DaubechiesPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- image super resolution
- bayesian nonparametric
- gaussian process
- mixture model
- inverse reinforcement learning
- dictionary learning
- low resolution
- super resolution
- image registration
- maximum a posteriori
- high resolution
- sparse representation
- regression model
- bayesian framework
- model selection
- learning algorithm
- generative model
- hyperparameters
- probabilistic model
- dynamic programming
- expectation maximization
- maximum likelihood