Hierarchical MRI segmentation of the musculoskeletal system using texture analysis and topologigcal constraints.
Ahmed Salmi El Boumnini El HassaniBenjamin GillesWilliam PuechMohammed El HassouniMohammed RzizaPublished in: EUVIP (2014)
Keyphrases
- texture analysis
- mri segmentation
- texture classification
- multiresolution
- texture segmentation
- gray level
- texture discrimination
- image analysis
- co occurrence
- rotation invariant
- texture images
- texture characterization
- texture features
- gabor filters
- magnetic resonance images
- local binary pattern
- gabor filtering
- cancer treatment
- feature extraction
- fuzzy logic
- fuzzy c means
- mri images
- image processing
- brodatz textures
- medical images
- input image
- image data
- classification accuracy
- training set
- pattern recognition
- high quality
- image segmentation
- clustering algorithm