We propose an automatic algorithm, named SDI, for thesegmentation of skin lesions in dermoscopic images, articulatedinto three main steps: selection of the imageROI, selection of the segmentation band, and segmentation.We present extensive experimental results achievedby the SDI algorithm on the lesion segmentation datasetmade available for the ISIC 2017 challenge on Skin LesionAnalysis Towards Melanoma Detection, highlightingits advantages and disadvantages.
Segmenting Dermoscopic Images
M R Guarracino;L Maddalena
2017
Abstract
We propose an automatic algorithm, named SDI, for thesegmentation of skin lesions in dermoscopic images, articulatedinto three main steps: selection of the imageROI, selection of the segmentation band, and segmentation.We present extensive experimental results achievedby the SDI algorithm on the lesion segmentation datasetmade available for the ISIC 2017 challenge on Skin LesionAnalysis Towards Melanoma Detection, highlightingits advantages and disadvantages.File in questo prodotto:
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Descrizione: Segmenting Dermoscopic Images
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