1 research outputs found
Melanoma Recognition with an Ensemble of Techniques for Segmentation and a Structural Analysis for Classification
An approach to lesion recognition is described that for lesion localization
uses an ensemble of segmentation techniques and for lesion classification an
exhaustive structural analysis. For localization, candidate regions are
obtained from global thresholding of the chromatic maps and from applying the
K-Means algorithm to the RGB image; the candidate regions are then integrated.
For classification, a relatively exhaustive structural analysis of contours and
regions is carried out.Comment: Participation in ISIC 2018 competition. 4 page