Maximum a posteriori estimators as a limit of Bayes estimators.
Robert BassettJulio DeridePublished in: Math. Program. (2019)
Keyphrases
- maximum a posteriori
- minimum mean squared error
- markov random field
- map estimation
- maximum likelihood
- image reconstruction
- em algorithm
- energy function
- expectation maximization
- generalized gaussian
- bayesian framework
- hyperparameters
- posterior distribution
- prior model
- ground truth
- edge preserving
- signal to noise ratio
- belief propagation
- image restoration
- markov chain