A higher-order correlation method for model-order and parameter estimation.
Jeng-Ming ChenBor-Sen ChenPublished in: Autom. (1994)
Keyphrases
- parameter estimation
- em algorithm
- higher order
- markov random field
- maximum likelihood estimation
- maximum likelihood
- high order
- parameters estimation
- model fitting
- gibbs sampling
- model selection
- statistical models
- parameter values
- statistical model
- energy function
- parameter estimates
- parameter estimation algorithm
- expectation maximization
- lower order
- random fields
- pairwise
- similarity measure
- least squares
- probabilistic model
- prior knowledge
- closed form
- mrf model
- approximate inference
- gaussian distribution
- prior information
- experimental data
- linear model
- parameter learning
- posterior distribution
- image sequences
- metropolis hastings algorithm