A Bayesian Nonparametric Approach to Image Super-resolution
Gungor PolatkanMingyuan ZhouLawrence CarinDavid M. BleiIngrid DaubechiesPublished in: CoRR (2012)
Keyphrases
- image super resolution
- bayesian nonparametric
- inverse reinforcement learning
- gaussian process
- mixture model
- low resolution
- dictionary learning
- super resolution
- image registration
- high resolution
- maximum a posteriori
- regression model
- sparse representation
- image processing
- image patches
- model selection
- em algorithm
- semi supervised
- hyperparameters
- probabilistic model
- multiscale
- high quality