Maximum a posteriori vs maximum probability recursive sparse estimation.
Lachlan BlackhallMichael RotkowitzPublished in: ECC (2009)
Keyphrases
- maximum a posteriori
- map estimation
- markov random field
- maximum likelihood
- image reconstruction
- label field
- bayesian framework
- gauss markov random fields
- prior model
- hyperparameters
- posterior distribution
- energy function
- expectation maximization
- probability distribution
- em algorithm
- generalized gaussian
- edge preserving
- gibbs distribution
- image super resolution
- parameter estimation
- graph cuts
- sparse representation
- dictionary learning
- posterior probability
- belief propagation
- transition probabilities
- sparse coding
- recursive algorithm