Deep learning techniques for hand vein biometrics: A comprehensive review

M Hemis, H Kheddar, S Bourouis, N Saleem - Information Fusion, 2024 - Elsevier
Biometric authentication has garnered significant attention as a secure and efficient method
of identity verification. Among the various modalities, hand vein biometrics, including finger …

A novel semi-supervised fault detection and isolation method for battery system of electric vehicles

J Yang, F Cheng, Z Liu, MM Duodu, M Zhang - Applied Energy, 2023 - Elsevier
The detection and isolation of early and minor faults in vehicle battery systems is vital to safe
driving and improving power utilization. This paper proposes a data-driven model to achieve …

Vision transformers for vein biometric recognition

R Garcia-Martin, R Sanchez-Reillo - IEEE Access, 2023 - ieeexplore.ieee.org
In October 2020, Google researchers present a promising Deep Learning architecture
paradigm for Computer Vision that outperforms the already standard Convolutional Neural …

Contactless multispectral palm-vein recognition with lightweight convolutional neural network

YY Chen, CH Hsia, PH Chen - IEEE Access, 2021 - ieeexplore.ieee.org
The development of information technology has made it possible to replace traditional keys
and passwords with biometric recognition. Among the various human recognition …

Contactless Palm vein recognition based on attention-gated residual U-Net and ECA-ResNet

ASM Htet, HJ Lee - Applied Sciences, 2023 - mdpi.com
Palm vein recognition has received some considerable attention regarding its use in
biometric identification. Palm vein characteristics offer a superior level of security and …

Improved unsupervised deep Boltzmann learning approach for accurate hand vein recognition

R Nour, HED Moustafa, EH AbdelHay, MM Ata - IEEE Access, 2024 - ieeexplore.ieee.org
Dorsal hand vein (DHV) recognition is a burgeoning biometric technology that has recently
garnered considerable attention. This article uses image processing and deep learning to …

Partial palm vein based biometric authentication

GR Nayar, T Thomas - Journal of Information Security and Applications, 2023 - Elsevier
Palm vein biometrics is a potential authentication technique. In addition to the inherent
liveness property, the palm vein pattern exhibits high authentication accuracy and anti …

Deep learning for vein biometric recognition on a smartphone

R Garcia-Martin, R Sanchez-Reillo - Ieee Access, 2021 - ieeexplore.ieee.org
The ongoing COVID-19 pandemic has pointed out, even more, the important need for
hygiene contactless biometric recognition systems. Vein-based devices are great non …

[PDF][PDF] Reinforced Deep Learning for Verifying Finger Veins.

SMM Najeeb, RRO Al-Nima… - International Journal of …, 2021 - academia.edu
Recently, personal verifications become crucial demands for providing securities in personal
accounts and financial activities. This paper suggests a new Deep Learning (DL) model …

Palmvein recognition using block-based WLD histogram of Gabor feature maps and deep neural network with Bayesian optimization

M El-Ghandour, MI Obayya, B Yousef, NF Areed - IEEE Access, 2021 - ieeexplore.ieee.org
The demand on devices and systems empowered by biometric verification and identification
mechanisms has been increasing in recent years as they have become a significant part of …