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B. P. Mishra

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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