Fast, approximate maximum a posteriori probability parameter estimation.
Brian F. HarrisonDonald W. TuftsRichard J. VaccaroPublished in: IEEE Signal Process. Lett. (1997)
Keyphrases
- parameter estimation
- maximum a posteriori probability
- markov random field
- random fields
- maximum likelihood
- statistical models
- least squares
- higher order
- parameter values
- image segmentation
- mrf model
- em algorithm
- model selection
- graph cuts
- belief propagation
- maximum a posteriori
- approximate inference
- map estimation
- parameter estimation algorithm
- posterior distribution
- conditional random fields
- energy function
- expectation maximization
- pairwise
- computer vision
- model fitting
- parameter estimates
- probabilistic model
- estimation problems
- image processing