Szczegóły publikacji
Opis bibliograficzny
Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria / Joanna JAWOREK-KORJAKOWSKA, Ryszard TADEUSIEWICZ // W: ICIP 2013 [Dokument elektroniczny] : 2013 IEEE International Conference on Image Processing : September 15–18, 2013, Melbourne, Australia : proceedings. — Wersja do Windows. — Dane tekstowe. — Pisacataway : IEEE, cop. 2013. — e-ISBN: 978-1-4799-2341-0. — S. 1456–1460. — Wymagania systemowe: Adobe Reader. — Tryb dostępu: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp==6738299 [2014-05-09]. — Bibliogr. s. 1460, Abstr. — W bazie Web of Science seria: IEEE International Conference on Image Processing ICIP ; ISSN 1522-4880
Autorzy (2)
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 81352 |
|---|---|
| Data dodania do BaDAP | 2014-05-19 |
| DOI | 10.1109/ICIP.2013.6738299 |
| Rok publikacji | 2013 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Konferencja | 2013 IEEE International Conference on Image Processing |
Abstract
Skin cancer is the most commonly diagnosed type of cancer in all people, regardless of age, gender, or race. One of the most common malignant skin cancer is melanoma which is a dangerous proliferation of melanocytes. In the last several years an increasing melanoma incidence rate has been observed worldwide, and the diagnosis and deaths are increasing faster than those of any other skin cancer. The presence or absence of irregular dots and globules is one of the most important dermoscopic criteria for the diagnosis of malignant melanoma. In this paper we propose a new approach to the assessment of dots and globules irregularity of the pigmented skin lesion. We describe a complex algorithm containing following steps: image enhancement, hair removal, lesion segmentation, dots and globules detection as well as irregularity calculation. The algorithm has been tested on a database of 100 dermoscopic images. Compared to state-of-the-art, we obtain improved detection and classification accuracy.
