Bayesian inference framework for bounded generalized Gaussian-based mixture model and its application to biomedical images classification.
Roobaea AlroobaeaSaeed RubaieeSami BourouisNizar BouguilaAbdulmajeed AlsufyaniPublished in: Int. J. Imaging Syst. Technol. (2020)
Keyphrases
- bayesian inference
- probabilistic model
- mixture model
- em algorithm
- hyperparameters
- density estimation
- model selection
- unsupervised learning
- probability density function
- expectation maximization
- generative model
- pattern recognition
- graphical models
- prior information
- bayesian networks
- language model
- maximum likelihood
- training set
- distance measure
- image processing
- feature vectors
- cross validation
- gaussian mixture model