A systematic review of finger vein recognition techniques

K Shaheed, H Liu, G Yang, I Qureshi, J Gou, Y Yin - Information, 2018 - mdpi.com
Biometric identification is the study of physiological and behavioral attributes of an individual
to overcome security problems. Finger vein recognition is a biometric technique used to …

Finger-vein biometric recognition: A review

B Hou, H Zhang, R Yan - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
Finger-vein-based biometric technology has received wide attention and has made some
positive achievements in improving the performance of personal identification. This article …

Convolutional neural network for finger-vein-based biometric identification

R Das, E Piciucco, E Maiorana… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The use of human finger-vein traits for the purpose of automatic user recognition has gained
a lot of attention in recent years. Current state-of-the-art techniques can provide relatively …

A fingerprint and finger-vein based cancelable multi-biometric system

W Yang, S Wang, J Hu, G Zheng, C Valli - Pattern Recognition, 2018 - Elsevier
Compared to uni-biometric systems, multi-biometric systems, which fuse multiple biometric
features, can improve recognition accuracy and security. However, due to the challenging …

A novel finger vein verification system based on two-stream convolutional network learning

Y Fang, Q Wu, W Kang - Neurocomputing, 2018 - Elsevier
Convolutional neural networks have been proven to have strong feature representation
ability; however, they often require large training samples and high computation that are …

On-the-fly finger-vein-based biometric recognition using deep neural networks

RS Kuzu, E Piciucco, E Maiorana… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Finger-vein-based biometric recognition technology has recently attracted the attention of
both academia and industry because of its robustness against presentation attacks and the …

[HTML][HTML] Finger vein identification using deeply-fused Convolutional Neural Network

I Boucherit, MO Zmirli, H Hentabli, BA Rosdi - Journal of King Saud …, 2022 - Elsevier
Finger vein identification is a recently developed biometric technology and has become an
essential field in biometrics, garnering increasing attention in recent years. As a biometric …

Finger vein recognition system with template protection based on convolutional neural network

H Ren, L Sun, J Guo, C Han, F Wu - Knowledge-based systems, 2021 - Elsevier
The finger vein features have received extensive attention due to their high safety and
stability characteristics, and are gradually being used in various fields. However, studies …

Exploring finger vein based personal authentication for secure IoT

Y Lu, S Wu, Z Fang, N Xiong, S Yoon… - Future Generation …, 2017 - Elsevier
Personal authentication is getting harder and harder in the internet of things (IoT). Existing
methods used for personal authentication, such as passwords and the two-factor …

Securing deep learning based edge finger vein biometrics with binary decision diagram

W Yang, S Wang, J Hu, G Zheng… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
With built-in artificial intelligence (AI), edge devices, eg, smart cameras, can perform tasks
like detecting and tracking individuals, which is referred to as edge biometrics. As a driving …