On a Parameter Estimation Method for Gibbs-Markov Random Fields.
Mehmet Izzet GürelliLevent OnuralPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1994)
Keyphrases
- parameter estimation
- markov random field
- random fields
- energy function
- maximum likelihood
- mrf model
- model selection
- em algorithm
- pairwise
- least squares
- graph cuts
- belief propagation
- maximum likelihood estimation
- image segmentation
- markov chain monte carlo
- posterior distribution
- map estimation
- maximum a posteriori
- approximate inference
- higher order
- markov networks
- parameter estimates
- parameter estimation algorithm
- segmentation method
- image restoration
- structure learning
- prior model
- expectation maximization
- information extraction