Hybrid approach to classification of focal and diffused liver disorders using ultrasound images with wavelets and texture features.
K. Raghesh KrishnanSudhakar RadhakrishnanPublished in: IET Image Process. (2017)
Keyphrases
- ultrasound images
- texture features
- feature extraction
- feature vectors
- texture feature extraction
- gabor filtering
- texture analysis
- feature set
- speckle noise
- texture classification
- ultrasound probe
- texture images
- textural features
- medical ultrasound
- local binary pattern
- classification accuracy
- gray level
- gabor filters
- texture descriptors
- machine learning
- image features
- feature selection
- multiresolution
- image analysis
- feature space
- support vector
- color features
- texture information
- edge detection
- training set
- multiscale
- image segmentation
- image processing