Brain anatomical structure segmentation by adaptive bandwidth density estimation.
Guadalupe Desirée López PalafoxJuan Ramón Jimenéz AlanízPublished in: EMBC (2012)
Keyphrases
- density estimation
- anatomical structures
- medical images
- partial volume effects
- brain structures
- medical imaging
- parzen window
- partial volume
- mixture model
- fiber bundles
- probability density function
- magnetic resonance images
- probability density
- mr images
- magnetic resonance
- density estimates
- density function
- image segmentation
- shape model
- level set
- shape prior
- outlier detection
- segmentation algorithm
- shape analysis
- human brain
- magnetic resonance imaging
- density estimators
- segmentation method
- image analysis
- mutual information
- x ray
- information retrieval
- maximum likelihood
- brain tissue
- energy function
- image intensity
- deformable models
- gaussian mixture model