A novel automated classification technique for diagnosing liver disorders using wavelet and texture features on liver ultrasound images.
R. Rani KrithigaC. LakshmiPublished in: Multim. Tools Appl. (2020)
Keyphrases
- ultrasound images
- texture features
- ultrasound probe
- automated classification
- speckle reduction
- texture classification
- texture analysis
- speckle noise
- medical ultrasound
- feature vectors
- ct images
- texture images
- texture information
- feature extraction
- image features
- gray level
- texture descriptors
- gabor filters
- distance measure
- textured images
- endoscopic images
- local binary pattern
- edge detection
- multiresolution
- ultrasonic images
- denoising
- textural features
- object recognition
- wavelet transform
- data sets
- medical images
- feature set
- image processing