Advancements in Synthetic Generation of Contactless Palmprint Biometrics Using StyleGAN Models

Deep learning models have demonstrated significant advantages over traditional algorithms in image processing tasks like object detection. However, a large amount of data are needed to train such deep networks, which limits their application to tasks such as biometric recognition that require more t...

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Bibliographic Details

Published in:	Journal of Cybersecurity and Privacy
Main Authors:	A M Mahmud Chowdhury, Md Jahangir Alam Khondkar, Masudul Haider Imtiaz
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	synthetic palmprint StyleGAN2-ADA StyleGAN3 SIFT
Online Access:	https://www.mdpi.com/2624-800X/4/3/32