Texture Analysis for Identifying Heterogeneity in Medical Images.
Jakub NalepaJanusz SzymanekMichael P. HayballStephen J. BrownBalaji GaneshanKenneth MilesPublished in: ICCVG (2014)
Keyphrases
- medical images
- texture analysis
- texture classification
- anatomical structures
- multiresolution
- medical image analysis
- texture features
- medical imaging
- gray level
- texture discrimination
- image analysis
- deformable models
- co occurrence
- texture images
- rotation invariant
- mr images
- magnetic resonance imaging
- medical image segmentation
- gabor filters
- magnetic resonance
- feature extraction
- computer aided diagnosis
- imaging modalities
- texture characterization
- ct images
- x ray images
- magnetic resonance images
- biomedical images
- local binary pattern
- clinical practice
- machine learning
- gabor filtering
- brodatz textures
- high frequency