Simulated annealing for maximum a Posteriori parameter estimation of hidden Markov models.
Christophe AndrieuArnaud DoucetPublished in: IEEE Trans. Inf. Theory (2000)
Keyphrases
- hidden markov models
- parameter estimation
- maximum a posteriori
- simulated annealing
- markov random field
- maximum likelihood
- em algorithm
- expectation maximization
- map estimation
- posterior distribution
- genetic algorithm
- statistical models
- random fields
- bayesian framework
- hyperparameters
- prior model
- image segmentation
- energy function
- mrf model
- belief propagation
- higher order
- markov models
- maximum likelihood estimation
- conditional random fields
- image reconstruction
- pairwise
- gaussian mixture model
- mixture model
- approximate inference
- graph cuts
- least squares
- likelihood function
- markov networks
- markov model
- machine learning
- probabilistic model
- motion estimation