Consistency of a nonparametric conditional mode estimator for random fields.
Sophie Dabo-NiangSidi Ali Ould-AbdiAhmedoune Ould-AbdiAliou DiopPublished in: Stat. Methods Appl. (2014)
Keyphrases
- random fields
- nadaraya watson
- random field model
- nonparametric density estimation
- pseudo likelihood
- markov fields
- markov random field
- conditional random fields
- non stationary
- maximum entropy
- parameter estimation
- random field models
- probabilistic model
- textured images
- autoregressive
- density estimation
- marginal distributions
- gibbs sampler
- optical flow
- maximum a posteriori
- graphical models
- kernel regression
- cp nets
- maximum likelihood