Enhanced classification of focal hepatic lesions in ultrasound images using novel texture features.
Sihyoung LeeIn A. JoKyung Won KimJae Young LeeYong Man RoPublished in: ICIP (2011)
Keyphrases
- ultrasound images
- texture features
- feature vectors
- texture feature extraction
- gabor filtering
- ultrasound imaging
- feature extraction
- shape features
- texture analysis
- feature set
- gabor filters
- texture classification
- medical ultrasound
- textural features
- gray level
- texture images
- classification accuracy
- speckle noise
- decision trees
- digital mammograms
- image analysis
- local binary pattern
- feature selection
- support vector
- color features
- distance measure
- similarity measure
- machine learning
- speckle reduction
- texture information
- texture segmentation
- feature space
- ct images