Spartan gaussian random fields for geostatistical applications: Non-constrained simulations on square lattices and irregular grids.
Dionissios T. HristopulosPublished in: J. Comput. Methods Sci. Eng. (2005)
Keyphrases
- random fields
- random field model
- irregular isothetic grids
- marginal distributions
- markov random field
- parameter estimation
- conditional random fields
- markov fields
- random field models
- maximum entropy
- non stationary
- textured images
- maximum likelihood
- probabilistic model
- autoregressive
- pseudo likelihood
- gibbs sampler
- image processing
- nonparametric density estimation
- potential functions
- multiscale
- machine learning
- markov random field model
- belief propagation
- model selection
- graphical models