EM Algorithm for Sequence Estimation over Gauss-Markov ISI Channels.
Richard PerryKevin BuckleyW. Andrew BergerPublished in: ICC (1) (2000)
Keyphrases
- em algorithm
- gauss markov
- parameter estimation
- maximum likelihood estimation
- expectation maximization
- maximum likelihood
- log likelihood function
- mixture model
- image restoration
- maximum likelihood estimates
- generative model
- density estimation
- gaussian mixture model
- likelihood function
- gaussian mixture
- hyperparameters
- update equations
- expectation maximisation
- probability density function
- penalized likelihood
- incomplete data
- hidden variables
- approximate inference
- mixture modeling
- image processing
- model selection
- maximum a posteriori
- mixture distribution
- model based clustering
- pairwise
- bayesian networks
- probabilistic model
- computer vision