Joint maximum a posteriori state path and parameter estimation in stochastic differential equations.
Dimas Abreu DutraBruno Otávio Soares TeixeiraLuis Antonio AguirrePublished in: Autom. (2017)
Keyphrases
- parameter estimation
- maximum a posteriori
- markov random field
- maximum likelihood
- em algorithm
- expectation maximization
- posterior distribution
- map estimation
- belief propagation
- mrf model
- hyperparameters
- higher order
- image segmentation
- bayesian framework
- random fields
- energy function
- likelihood function
- prior distribution
- image reconstruction
- generative model
- graph cuts
- state space
- model selection
- prior model
- least squares
- pairwise
- generalized gaussian
- stochastic differential equations
- gaussian distribution
- approximate inference
- gaussian mixture model