Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima and Media Layers of the Carotid Artery.
Christos P. LoizouVíctor MurrayMarios S. PattichisMarios PantziarisConstantinos S. PattichisPublished in: IEEE Trans. Inf. Technol. Biomed. (2011)
Keyphrases
- feature space
- carotid artery
- frequency modulation
- texture analysis
- ultrasound images
- multiscale
- amplitude modulation
- feature extraction
- edge detection
- multiresolution
- texture classification
- gray level
- speckle noise
- texture images
- image analysis
- local binary pattern
- texture features
- image processing
- wavelet transform
- instantaneous frequency
- image segmentation
- gabor filters
- co occurrence
- scale space
- region growing
- edge detector
- wavelet domain
- anisotropic diffusion
- fully automated
- wavelet coefficients