Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images

Data Augmentation Using Adversarial Image-to-Image Translation for the Segmentation of Mobile-Acquired Dermatological Images

Dermoscopic images allow the detailed examination of subsurface characteristics of the skin, which led to creating several substantial databases of diverse skin lesions. However, the dermoscope is not an easily accessible tool in some regions. A less expensive alternative could be acquiring medium r...

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Bibliographic Details
Main Authors: Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos, Luís Rosado
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Imaging
Subjects:
convolutional neural network
CycleGAN
data augmentation
dermoscopic images
domain transfer
macroscopic images
Online Access:https://www.mdpi.com/2313-433X/7/1/2

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