Gaussian mixture models for spots in microscopy using a new split/merge em algorithm.
Kangyu PanAnil C. KokaramJens HillebrandMani RamaswamiPublished in: ICIP (2010)
Keyphrases
- gaussian mixture model
- em algorithm
- expectation maximization
- mixture model
- maximum likelihood
- parameter estimation
- gaussian mixture
- likelihood function
- maximum likelihood estimation
- generative model
- density estimation
- expectation maximisation
- gaussian distribution
- hyperparameters
- incomplete data
- probability density function
- probability density
- maximum a posteriori
- log likelihood
- bayesian information criterion
- finite mixture model
- unsupervised learning
- mixture of gaussians
- mixture components
- mixture distribution
- finite mixture models
- finite mixtures