The effect of quantization at different resolutions on the classification of lesion texture in dermoscopic images using support vector machine.
Doaa Mahmoud-GhoneimPublished in: Int. J. Imaging Syst. Technol. (2022)
Keyphrases
- support vector machine
- svm classifier
- support vector machine svm
- support vector
- classification method
- pattern recognition
- decision boundary
- high classification accuracy
- svm classification
- feature vectors
- classification algorithm
- textural features
- supervised learning
- training data
- training set
- feature extraction
- multi class
- image classification
- skin lesion
- machine learning
- feature selection
- text classification
- texture analysis
- cost sensitive
- generalization ability
- feature space
- model selection
- classification accuracy
- pattern classification
- decision trees
- image processing
- class labels
- knn
- radial basis function
- multiscale