RT info:eu-repo/semantics/article
T1 Dermoscopy images enhancement via multi-scale morphological operations
A1 Mello Román, Julio César
A1 Vázquez Noguera, José Luis
A1 Legal Ayala, Horacio Andrés
A1 García Torres, Miguel
A1 Facon, Jacques
A1 Pinto Roa, Diego Pedro
A1 Grillo, Sebastián Alberto
A1 Salgueiro, Luis Fernando
A1 Salgueiro Toledo, Lizza A.
A1 Bareiro Paniagua, Laura Raquel
A1 Leguizamón Correa, Deysi Natalia
A1 Mello Román, Jorge Daniel
A2 Universidad Americana/ INCADE S.A.E
A2 Universidad Nacional de Asunción. Facultad Politécnica
AB Skin dermoscopy images frequently lack contrast caused by varying light conditions. Indeed, often low contrast is seen in dermoscopy images of melanoma, causing the lesion to blend in with the surrounding skin. In addition, the low contrast prevents certain details from being seen in the image. Therefore, it is necessary to design an approach that can enhance the contrast and details of dermoscopic images. In this work, we propose a multi-scale morphological approach to reduce the impacts of lack of contrast and to enhance the quality of the images. By top-hat reconstruction, the local bright and dark features are extracted from the image. The local bright features are added and the dark features are subtracted from the image. In this way, images with higher contrast and detail are obtained. The proposed approach was applied to a database of 236 color images of benign and malignant melanocytic lesions. The results show that the multi-scale morphological approach by reconstruction is a competitive algorithm since it achieved a very satisfactory level of contrast enhancement and detail enhancement in dermoscopy images.
PB Multidisciplinary Digital Publishing Institute
YR 2021
FD 2021-10-07
LK http://hdl.handle.net/20.500.14066/3776
UL http://hdl.handle.net/20.500.14066/3776
LA eng
NO Mello-Román, J.C.; Vázquez Noguera, J.L.; Legal-Ayala, H.; García-Torres, M.; Facon, J.; Pinto-Roa, D.P.; Grillo, S.A.; Salgueiro Romero, L.; Salgueiro Toledo, L.A.; Bareiro Paniagua, L.R.; et al. Dermoscopy images enhancement via multi-scale morphological operations. Appl. Sci. 2021, 11, 9302. https://doi.org/10.3390/app11199302
NO Correspondence: jose.vazquez@ua.edu.py
NO Consejo Nacional de Ciencia y Tecnología
DS MINDS@UW
RD 23-nov-2024