QR-Code

Efficient multi-finger vein recognition using layer-wise progressive MobileNet fine-tuning and a Dense-Head Probabilistic Siamese Network

Abstract Finger-vein recognition offers a highly secure and non-intrusive biometric modality ideal for modern authentication systems, yet its deployment on resource-limited devices remains challenging due to the high computational cost of deep models and the rigidity of single-finger enrollment. We...

Ausführliche Beschreibung

Gespeichert in:
Bibliografische Detailangaben
Hauptverfasser: Alaa S. Alaerjan, Ayman Mohamed Mostafa, Alshimaa Abdelraof Mahmoud, Mohamed Ezz
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-12-01
Schriftenreihe:Scientific Reports
Schlagworte:
Online-Zugang:https://doi.org/10.1038/s41598-025-32132-5
Tags: Tag hinzufügen
Keine Tags, Fügen Sie das erste Tag hinzu!