Simulation of (M1, M2)-dependent random fields with K-distributed marginals.
Anika MareschPublished in: IGARSS (2010)
Keyphrases
- random fields
- marginal distributions
- markov random field
- maximum entropy
- random field models
- parameter estimation
- distributed systems
- non stationary
- conditional random fields
- textured images
- random field model
- message passing
- probabilistic model
- graphical models
- joint distribution
- gibbs sampler
- belief propagation
- nonparametric density estimation
- markov random field model
- pseudo likelihood
- probability distribution
- approximate inference
- energy function
- active learning
- pairwise
- machine learning