EBEM: An Entropy-based EM Algorithm for Gaussian Mixture Models.
Antonio Peñalver BenaventFrancisco Escolano RuizJuan Manuel SáezPublished in: ICPR (2) (2006)
Keyphrases
- gaussian mixture model
- em algorithm
- expectation maximization
- mixture model
- maximum likelihood
- parameter estimation
- gaussian mixture
- maximum likelihood estimation
- generative model
- hyperparameters
- likelihood function
- expectation maximisation
- probability density function
- log likelihood
- density estimation
- gaussian distribution
- incomplete data
- probabilistic model
- probability density
- maximum a posteriori
- finite mixture models
- model based clustering
- hidden markov models
- finite mixtures
- mixture distribution
- machine learning
- variational bayes
- bayesian framework
- image processing
- computer vision