Parameter Estimation in a Gibbs-Markov Field Texture Model Based on a Coding Approach.
Jorge MartinezSilvina PistonesiMaría Cristina MacielAna Georgina FlesiaPublished in: SSP (2018)
Keyphrases
- parameter estimation
- markov random field
- markov chain monte carlo
- maximum likelihood
- model selection
- parameter estimation algorithm
- random fields
- textured images
- least squares
- statistical models
- model fitting
- markov fields
- approximate inference
- mrf model
- parameter values
- higher order
- estimation problems
- em algorithm
- texture information
- posterior distribution
- image processing
- markov chain
- texture analysis
- maximum a posteriori
- expectation maximization
- pairwise
- texture segmentation
- gray level
- parameter estimates
- machine learning