On optimal wavelet bases for classification of skin lesion images through ensemble learning.
Grzegorz SurowkaMaciej OgorzalekPublished in: IJCNN (2014)
Keyphrases
- skin lesion
- ensemble learning
- wavelet bases
- generalization ability
- image classification
- malignant melanoma
- computer aided
- digital image processing
- image analysis
- skin cancer
- early detection
- classification accuracy
- image data
- ensemble methods
- image features
- extracted features
- feature extraction
- support vector machine svm
- pattern recognition
- computer vision
- edge detection
- wavelet transform
- text classification
- machine learning methods
- basis functions
- unlabeled data
- image compression
- input image
- multiresolution
- decision trees
- image processing