Examining the Performance of Melanoma Classification using Superpixel Segmentation: A Comparative Analysis.
Faezeh Mohammadi AydoghmishiSudipta ModakEsam Abdel-RaheemLuis RuedaPublished in: ICM (2023)
Keyphrases
- pigmented skin lesions
- image segmentation
- statistical classification
- feature vectors
- classification method
- classification accuracy
- classification algorithm
- pattern recognition
- feature extraction and classification
- level set
- region growing
- image classification
- fully automatic
- skin lesion
- segmentation method
- segmentation algorithm
- support vector machine svm
- support vector machine
- image analysis
- features extraction
- image regions
- lung nodules
- feature selection
- feature space
- automatic classification
- segmented images
- segmentation accuracy
- superpixels
- feature extraction
- energy function
- medical images
- lung disease
- multiscale