mapfit: An R-Based Tool for PH/MAP Parameter Estimation.
Hiroyuki OkamuraTadashi DohiPublished in: QEST (2015)
Keyphrases
- parameter estimation
- maximum likelihood
- maximum a posteriori
- markov random field
- least squares
- model selection
- statistical models
- em algorithm
- parameter estimation algorithm
- expectation maximization
- random fields
- posterior distribution
- parameter values
- approximate inference
- maximum likelihood estimation
- gibbs sampling
- parameter estimates
- parameters estimation
- conditional random fields
- model fitting
- estimation problems
- dynamic model
- computer vision