Transformation of Markov Random Fields for marginal distribution estimation.
Masaki SaitoTakayuki OkataniPublished in: CVPR (2015)
Keyphrases
- markov random field
- marginal distributions
- random fields
- parameter estimation
- map estimation
- graph cuts
- belief propagation
- higher order
- joint distribution
- maximum a posteriori
- image segmentation
- energy function
- pairwise
- mrf model
- textured images
- conditional random fields
- probability distribution
- image restoration
- markov fields
- random variables
- maximum entropy
- machine learning
- gauss markov random fields
- markov networks
- wavelet coefficients
- non stationary
- model selection
- maximum likelihood
- probabilistic model
- learning algorithm