Using the Gibbs sampler for conditional simulation of Gaussian-based random fields.
Xavier EmeryPublished in: Comput. Geosci. (2007)
Keyphrases
- random fields
- gibbs sampler
- random field model
- markov random field
- maximum entropy
- non stationary
- conditional random fields
- markov fields
- parameter estimation
- probabilistic model
- higher order
- belief propagation
- bayesian inference
- posterior distribution
- maximum likelihood
- active learning
- prior knowledge
- multiscale
- information retrieval