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 …

Person recognition system based on a combination of body images from visible light and thermal cameras

DT Nguyen, HG Hong, KW Kim, KR Park - Sensors, 2017 - mdpi.com
The human body contains identity information that can be used for the person recognition
(verification/recognition) problem. In this paper, we propose a person recognition method …

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 …

Deep representation-based feature extraction and recovering for finger-vein verification

H Qin, MA El-Yacoubi - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
Finger-vein biometrics has been extensively investigated for personal verification. Despite
recent advances in finger-vein verification, current solutions completely depend on domain …

Finger vein recognition algorithm based on lightweight deep convolutional neural network

J Shen, N Liu, C Xu, H Sun, Y Xiao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Even though the deep neural networks have strong feature representation capability and
high recognition accuracy in finger vein recognition, the deep models are computationally …

FV-GAN: Finger vein representation using generative adversarial networks

W Yang, C Hui, Z Chen, JH Xue… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In finger vein verification, the most important and challenging part is to robustly extract finger
vein patterns from low-contrast infrared finger images with limited a priori knowledge …

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 …

Finger vein recognition with anatomy structure analysis

L Yang, G Yang, Y Yin, X Xi - … on Circuits and Systems for Video …, 2017 - ieeexplore.ieee.org
Finger vein recognition has received a lot of attention recently and is viewed as a promising
biometric trait. In related methods, vein pattern-based methods explore intrinsic finger vein …

Finger vein identification using convolutional neural network and supervised discrete hashing

C Xie, A Kumar - Deep Learning for Biometrics, 2017 - Springer
Automated personal identification using vascular biometrics, such as from the finger vein
images, is highly desirable as it helps to protect the personal privacy and anonymity in …