Maximum likelihood thresholding based on population mixture models.
Takio KuritaNobuyuki OtsuNabih N. AbdelmalekPublished in: Pattern Recognit. (1992)
Keyphrases
- mixture model
- maximum likelihood
- em algorithm
- gaussian mixture model
- expectation maximization
- parameter estimation
- density estimation
- likelihood function
- probability density function
- image segmentation
- maximum a posteriori
- maximum likelihood estimation
- gaussian distribution
- mixture modeling
- generative model
- hyperparameters
- probabilistic model
- gaussian mixture
- machine learning
- exponential family
- model based clustering
- finite mixture models
- automatic model selection