MRF parameter estimation by MCMC method.
Lei WangJun LiuStan Z. LiPublished in: Pattern Recognit. (2000)
Keyphrases
- parameter estimation
- markov random field
- markov chain monte carlo
- least squares
- model selection
- em algorithm
- maximum likelihood estimation
- maximum likelihood
- parameters estimation
- gibbs sampling
- approximate inference
- posterior distribution
- belief propagation
- statistical models
- energy function
- similarity measure
- three dimensional
- prior information
- parameter values
- random fields
- graph cuts
- expectation maximization
- graphical models
- higher order
- mrf model
- probabilistic model