Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis.
Rahil GarnaviMohammad AldeenJames BaileyPublished in: DICTA (2010)
Keyphrases
- texture analysis
- multiresolution
- texture discrimination
- feature extraction
- gabor filtering
- image analysis
- texture classification
- textural features
- brodatz textures
- fractal analysis
- rotation invariant
- texture features
- texture images
- skin lesion
- texture segmentation
- fractal dimension
- gabor filters
- pigmented skin lesions
- training set
- texture description
- co occurrence
- classification accuracy
- image analysis and computer vision
- machine learning
- pattern recognition
- local binary pattern
- early diagnosis
- decision trees
- image processing
- texture descriptors
- feature set
- malignant melanoma
- texture characterization
- data sets
- wavelet coefficients