Recent advancements in finger vein recognition technology: methodology, challenges and opportunities

K Shaheed, A Mao, I Qureshi, M Kumar, S Hussain… - Information …, 2022 - Elsevier
Finger vein recognition biometric trait is a significant biometric modality that is considered
more secure, reliable, and emerging. This article presents a review to focus on the recent …

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 …

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 …

[HTML][HTML] 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 …

FVFSNet: Frequency-spatial coupling network for finger vein authentication

J Huang, A Zheng, MS Shakeel… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Finger vein biometrics is becoming an important source of human authentication due to its
advantages in terms of liveness detection, high security, and user convenience. Although …

FVT: Finger vein transformer for authentication

J Huang, W Luo, W Yang, A Zheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In recent years, deep learning-based finger vein (FV) authentication has attracted the
attention of biometric researchers and achieved breakthrough results. Previously …

Finger vein biometrics: taxonomy analysis, open challenges, future directions, and recommended solution for decentralised network architectures

AH Mohsin, AA Zaidan, BB Zaidan, OS Albahri… - Ieee …, 2020 - ieeexplore.ieee.org
A review is conducted to deeply analyse and map the research landscape of current
technologies in finger vein (FV) biometric authentication in medical systems into a coherent …

Finger-vein presentation attack detection using depthwise separable convolution neural network

K Shaheed, A Mao, I Qureshi, Q Abbas… - Expert Systems with …, 2022 - Elsevier
Biometrics is a powerful tool for identifying and authenticating persons based on their
unique characteristics. Finger vein (FV) seems to be an emerging biometric of all types of …

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 …