Texture analysis for muscular dystrophy classification in MRI with improved class activation mapping.
Jinzheng CaiFuyong XingAbhinandan BatraFujun LiuGlenn A. WalterKrista VandenborneLin YangPublished in: Pattern Recognit. (2019)
Keyphrases
- texture analysis
- texture discrimination
- feature extraction
- gabor filtering
- textural features
- brodatz textures
- fractal analysis
- texture classification
- texture images
- multiresolution
- texture segmentation
- rotation invariant
- fractal dimension
- image analysis
- texture description
- image analysis and computer vision
- co occurrence
- texture features
- gray level
- gabor filters
- classification accuracy
- magnetic resonance imaging
- local binary pattern
- pattern recognition
- texture descriptors
- feature vectors
- support vector
- mri data
- texture patterns
- natural textures
- white matter
- high resolution
- texture characterization
- mr images