Finger-vein biometric identification using convolutional neural network

• Main Authors: Ahmad Radzi, S., Khalil Hani, M., Bakhteri, R.
• Format: Article
• Published: Turkiye Klinikleri Journal of Medical Sciences 2016
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/74291/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-84963838203&doi=10.3906%2felk-1311-43&partnerID=40&md5=311082f14ec2b684733f7cbbbd523736

A novel approach using a convolutional neural network (CNN) for finger-vein biometric identification is presented in this paper. Unlike existing biometric techniques such as fingerprint and face, vein patterns are inside the body, making them virtually impossible to replicate. This also makes finger...