Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Multiple Sclerosis in Brain MRI Images.
Christos P. LoizouVíctor MurrayMarios S. PattichisIoannis SeimenisMarios PantziarisConstantinos S. PattichisPublished in: IEEE Trans. Inf. Technol. Biomed. (2011)
Keyphrases
- frequency modulation
- texture analysis
- multiple sclerosis
- mri images
- brain tissue
- amplitude modulation
- multiscale
- magnetic resonance images
- mr images
- white matter
- mri data
- automatic segmentation
- multiresolution
- gray level
- brain tumors
- texture segmentation
- magnetic resonance imaging
- texture classification
- medical images
- image analysis
- texture images
- wavelet transform
- texture features
- gabor filters
- textured images
- brain images
- image segmentation
- low contrast
- image processing
- magnetic resonance
- feature extraction
- medical imaging
- co occurrence
- edge detection
- morphological operations
- wavelet decomposition
- region growing
- human brain
- medical image analysis
- brain structures
- high resolution
- wavelet coefficients
- instantaneous frequency
- color images
- contrast enhancement
- fading channels
- fully automatic