Parameter Estimation from Heterogeneous/Multimodal Data Sets.
Inbar FijalkowElad HeimanHagit MesserPublished in: IEEE Signal Process. Lett. (2016)
Keyphrases
- parameter estimation
- data sets
- maximum likelihood
- model selection
- least squares
- markov random field
- em algorithm
- statistical models
- parameter estimation algorithm
- parameter values
- expectation maximization
- random fields
- approximate inference
- maximum likelihood estimation
- estimation problems
- parameters estimation
- model fitting
- real world
- parameter estimates
- structure learning
- posterior distribution
- conditional random fields
- generative model
- mobile robot
- color images
- high dimensional