Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images.
Fabrizio NunnariAbraham Obinwanne EzemaDaniel SonntagPublished in: KI (2021)
Keyphrases
- pigmented skin lesions
- image classification
- skin lesion
- image data
- image database
- input image
- image features
- image collections
- image analysis
- ground truth
- edge detection
- pattern recognition
- three dimensional
- classification accuracy
- image registration
- test images
- image retrieval
- support vector
- image annotation
- feature extraction
- handwritten digits
- region of interest
- gabor filters
- decision trees
- fractal dimension
- thematic mapper
- preprocessing stage
- natural images
- feature points
- machine learning
- feature vectors
- object recognition
- segmentation algorithm
- feature space