Open access
Aug 2026
A Comprehensive Analysis of GAN-Based Data Augmentation and Transfer Learning for Finger Vein Biometrics
These findings suggest that pairing transfer learning with GAN-based augmentation is a practical, effective way to overcome data scarcity in finger vein recognition, offering a promising direction for dependable biometric systems.
Jyotiprakash Dash, P. P. Sarangi, Bhabani Shankar Prasad Mishra
· F1000Research · 0 citations