Authors: | Amelio, Lucio Janković, Radmila Amelio, Alessia |
Title: | A new dissimilarity measure for clustering with application to dermoscopic images |
Journal: | 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018 |
Conference: | 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018; Technological Educational Institute of Ionian Islands Zakynthos; Greece; 23 July 2018 through 25 July 2018 |
Issue Date: | 1-Feb-2019 |
ISBN: | 978-153863731-9 |
DOI: | 10.1109/IISA.2018.8633672 |
Abstract: | This paper explores the use of a new dissimilarity measure for clustering image databases with a special focus on dermoscopic images. It considers the area of the largest square sub-matrices approximately matching in the two images for computing their dissimilarity. A variant of the K-medoids approach is proposed using the new dissimilarity measure in the optimisation function. An experiment compa... |
Publisher: | IEEE |
Project: | Development of new information and communication technologies, based on advanced mathematical methods, with applications in medicine, telecommunications, power systems, protection of national heritage and education |
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