The Sequential Generation of Gaussian Random Fields for Applications in the Geospatial Sciences.
John DolloffPeter DoucettePublished in: ISPRS Int. J. Geo Inf. (2014)
Keyphrases
- random fields
- random field model
- marginal distributions
- markov random field
- non stationary
- random field models
- conditional random fields
- parameter estimation
- maximum entropy
- textured images
- maximum likelihood
- probabilistic model
- pseudo likelihood
- markov fields
- geospatial data
- spatial data
- gibbs sampler
- autoregressive
- hidden markov models
- higher order
- machine learning
- maximum a posteriori
- data management
- information extraction