Convolutional neural network-based finger vein recognition using near infrared images

• Main Authors: Fairuz, Subha, Habaebi, Mohamed Hadi, Elsheikh, Elsheikh Mohamed Ahmed, Chebil, Jalel
• Format: Conference or Workshop Item
• Language: English; English
• Published: IEEE 2018
• Subjects: TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
• Online Access: http://irep.iium.edu.my/67953/7/67953%20%20Convolutional%20Neural%20Network-based.pdf; http://irep.iium.edu.my/67953/13/67953%20%20Convolutional%20Neural%20Network-based_Scopus.pdf; http://irep.iium.edu.my/67953/; https://ieeexplore.ieee.org/document/8539342

Convolutional Neural Network (CNN) is opening new horizons in biometrics-based authentication field and finger vein recognition is the prominent one which can provide the best possible security system depending on this aforementioned technology. In this paper, we used 5 convolutional layers and...