Classification of atorvastatin effect based on shape and texture features in ultrasound images.
Xin YangRui WangLiu LiAaron FensterMingyue DingPublished in: Medical Imaging: Image Processing (2013)
Keyphrases
- texture features
- ultrasound images
- shape features
- feature vectors
- texture information
- texture feature extraction
- gabor filtering
- feature extraction
- texture analysis
- speckle noise
- gabor filters
- texture classification
- textural features
- feature set
- texture images
- medical ultrasound
- gray level
- image features
- classification accuracy
- texture descriptors
- data sets
- local binary pattern
- distance measure
- textured images
- support vector
- ultrasound imaging
- subband
- feature space
- feature selection
- machine learning