Contactless Palm Vein Authentication Using Deep Learning With Bayesian Optimization

Contactless Palm Vein Authentication Using Deep Learning With Bayesian Optimization

Among various biometric methods, palm vein authentication has taken significant attention because of its uniqueness, stability and non-intrusiveness. In this paper, we propose a palm vein authentication model using convolutional neural networks (CNN), which is the most popular deep learning architec...

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Bibliographic Details
Main Authors: Marwa Ismael Obayya, Mohammed El-Ghandour, Fadwa Alrowais
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Biometrics
palm vein
Jerman filter
feature extraction
deep learning
convolutional neural networks
Online Access:https://ieeexplore.ieee.org/document/9296749/

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