Texture analysis and classification of diffuse thyroid diseases based on ultrasound images.
Dandan LiYakui ZhangLinyao DuXianli ZhouYi ShenPublished in: I2MTC (2018)
Keyphrases
- ultrasound images
- texture analysis
- texture discrimination
- gabor filtering
- feature extraction
- brodatz textures
- texture classification
- fractal analysis
- textural features
- speckle noise
- medical ultrasound
- multiresolution
- texture features
- image analysis
- fractal dimension
- gray level
- pattern recognition
- texture segmentation
- gabor filters
- co occurrence
- texture images
- feature vectors
- ultrasound imaging
- local binary pattern
- classification accuracy
- texture descriptors
- speckle reduction
- support vector
- image processing
- feature space
- multiscale
- feature selection
- edge detection
- normal tissue
- machine learning