Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images.
Anna C. CarliMário A. T. FigueiredoManuele BicegoVittorio MurinoPublished in: ICPRAM (1) (2012)
Keyphrases
- magnetic resonance images
- unsupervised learning
- discriminative learning
- medical images
- pattern recognition
- support vector machine
- generative model
- medical imaging
- mr images
- discriminative methods
- discriminative classifiers
- discriminative models
- density estimation
- feature selection
- dimensionality reduction
- feature space
- feature extraction
- mixture model
- x ray
- low dimensional
- white matter
- diffusion tensor
- bayesian network classifiers
- brain mri
- parzen window
- conditional likelihood
- image processing