A High-Accuracy Mathematical Morphology and Multilayer Perceptron-Based Approach for Melanoma Detection

A High-Accuracy Mathematical Morphology and Multilayer Perceptron-Based Approach for Melanoma Detection

According to the World Health Organization (WHO), melanoma is the most severe type of skin cancer and is the leading cause of death from skin cancer worldwide. Certain features of melanoma include size, shape, color, or texture changes of a mole. In this work, a novel, robust and efficient method fo...

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Bibliographic Details
Main Authors: Luz-María Sánchez-Reyes, Juvenal Rodríguez-Reséndiz, Sebastián Salazar-Colores, Gloria Nélida Avecilla-Ramírez, Gerardo Israel Pérez-Soto
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Applied Sciences
Subjects:
melanoma detection
simple images
dermatological images
hsv color space
gaussian filter
mathematical morphology
multilayer perceptron
Online Access:https://www.mdpi.com/2076-3417/10/3/1098

Internet

https://www.mdpi.com/2076-3417/10/3/1098

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