Combined empirical mode decomposition and texture features for skin lesion classification using quadratic support vector machine.
Maram A. WahbaAmira S. AshourSameh A. NapoleonMustafa M. Abd-ElnabyYanhui GuoPublished in: Health Inf. Sci. Syst. (2017)
Keyphrases
- texture features
- support vector machine
- feature vectors
- skin lesion
- empirical mode decomposition
- texture feature extraction
- stock market prediction
- feature extraction
- texture classification
- gabor filters
- pattern recognition
- feature selection
- feature space
- texture images
- support vector
- feature set
- machine learning
- classification accuracy
- image features
- texture analysis
- training data
- gray level
- color features
- local binary pattern
- non stationary
- shape features
- training set
- distance measure
- rotation invariant
- wavelet decomposition
- eeg signals
- malignant melanoma
- gabor wavelets
- skin cancer
- early detection
- decision trees
- face recognition
- textured images
- knn