Finger-Vein Biometric Identification Using Convolutional Neural Network

• Main Authors: Syafeeza, Ahmad Radzi, Mohamed, Khalil-Hani, Rabia, Bakhteri
• Format: Article
• Language: English
• Published: Scientific And Technological Research Council Of Turkey 2016
• Subjects: T Technology (General)
• Online Access: http://eprints.utem.edu.my/id/eprint/17199/1/Finger-Vein%20Biometric%20Identification%20Using%20Convolutional%20Neural%20Network.pdf; http://eprints.utem.edu.my/id/eprint/17199/; http://journals.tubitak.gov.tr/elektrik/issues/elk-16-24-3/elk-24-3-82-1311-43.pdf
• Institution: Universiti Teknikal Malaysia Melaka

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...