Bayesian Video Super-Resolution With Heavy-Tailed Prior Models.
Jin ChenJosé Luis Núñez-YáñezAlin AchimPublished in: IEEE Trans. Circuits Syst. Video Technol. (2014)
Keyphrases
- prior models
- heavy tailed
- prior distribution
- prior information
- prior model
- posterior distribution
- natural images
- bayesian inference
- maximum a posteriori
- markov random field
- probability distribution
- motion compensation
- generative model
- prior knowledge
- bayesian framework
- mixture model
- probability density function
- hyperparameters
- cross validation
- posterior probability
- conditional probabilities
- high quality
- maximum likelihood
- super resolution
- higher order
- bayesian networks
- energy function
- image restoration
- bayesian methods
- image data
- multiresolution
- multiscale