Approximate Maximum A Posteriori Inference with Entropic Priors
Matthew D. HoffmanPublished in: CoRR (2010)
Keyphrases
- maximum a posteriori
- map estimation
- markov random field
- maximum likelihood
- bayesian framework
- image reconstruction
- prior model
- map inference
- edge preserving
- hyperparameters
- prior distribution
- energy function
- posterior distribution
- generalized gaussian
- bayesian networks
- image super resolution
- em algorithm
- loopy belief propagation
- expectation maximization
- random fields
- image prior
- probabilistic inference
- probability density function
- parameter estimation
- dynamic programming
- image processing