Maximum a posteriori parameter estimation in large-scale systems.
Prosper ChemouilM. R. KatebiSastry DasigiMadan G. SinghPublished in: Autom. (1981)
Keyphrases
- parameter estimation
- markov random field
- maximum a posteriori
- maximum likelihood
- em algorithm
- expectation maximization
- posterior distribution
- map estimation
- mrf model
- random fields
- least squares
- model selection
- energy function
- higher order
- prior model
- hyperparameters
- approximate inference
- probabilistic model
- bayesian framework
- image reconstruction
- image restoration
- graph cuts
- belief propagation
- markov networks
- image segmentation
- parameter estimates
- generalized gaussian
- parameter estimation algorithm