Characterization of carotid atherosclerotic plaques using frequency-based texture analysis and bootstrap.
John S. StoitsisNikolaos N. TsiaparasSpyretta GolematiKonstantina S. NikitaPublished in: EMBC (2006)
Keyphrases
- texture analysis
- carotid artery
- ultrasound images
- texture classification
- deformable models
- image analysis
- fully automated
- texture segmentation
- fractal dimension
- multiresolution
- texture discrimination
- texture description
- gray level
- co occurrence
- gabor filters
- region growing
- coronary artery
- texture features
- texture images
- local binary pattern
- feature extraction
- active shape model
- rotation invariant
- texture characterization
- manual segmentation
- high risk
- image analysis and computer vision
- image texture
- magnetic resonance imaging
- texture descriptors
- fractal analysis
- brodatz textures
- textural features
- feature set
- gabor filtering
- low frequency
- similarity measure
- image segmentation
- decision trees