Simultaneous Parameter Estimation and Segmentation of Gibbs Random Fields Using Simulated Annealing.
Sridhar LakshmananHaluk DerinPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1989)
Keyphrases
- parameter estimation
- gibbs random fields
- simulated annealing
- maximum likelihood
- least squares
- markov random field
- model selection
- image segmentation
- parameter estimation algorithm
- em algorithm
- statistical models
- model fitting
- random fields
- parameter values
- genetic algorithm
- parameters estimation
- approximate inference
- expectation maximization
- energy function
- segmentation method
- segmentation algorithm
- medical images
- texture segmentation
- mrf model
- textured images
- parameter estimates
- region growing
- markov fields
- level set
- multiple objects
- probabilistic model
- color images
- contour detection
- image analysis