Hand-based multimodal biometric fusion: A review

S Li, L Fei, B Zhang, X Ning, L Wu - Information Fusion, 2024 - Elsevier
Over the past few decades, hand-based multimodal biometrics systems have achieved
significant attention because of their high security, accuracy, and anti-counterfeiting. Various …

Adversarial learning-based data augmentation for palm-vein identification

H Qin, H Xi, Y Li, MA El-Yacoubi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Palm-vein identification is a highly secure pattern biometrics that has become an active
research area in recent years. Despite the recent progress in deep neural networks (DNNs) …

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 …

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 …

Palm vein recognition based on npe and kelm

S Sun, X Cong, P Zhang, B Sun, X Guo - IEEE access, 2021 - ieeexplore.ieee.org
Palm veins have become a research hotspot of biometric recognition due to their own
advantages of universality, uniqueness, collectability and stability. This paper proposes a …

Palm-vein verification using images from the visible spectrum

S Cho, BS Oh, D Kim, KA Toh - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, we investigate into utilization of images from the visible light (RGB) spectrum
for identity verification based on the palm-veins. This is differentiated from the commonly …

Efficient hand vein recognition using local keypoint descriptors and directional gradients

MH Alshayeji, SA Al-Roomi, S Abed - Multimedia Tools and Applications, 2022 - Springer
This paper proposes a computationally efficient palm and wrist vein biometric system
through finely tuning computer-vision algorithms. In particular, a comprehensive analysis of …

Human palm vein authentication using curvelet multiresolution features and score level fusion

G Ananthi, JR Sekar, S Arivazhagan - The Visual Computer, 2022 - Springer
Human authentication plays a crucial role in sensitive applications like ATM usage, entry
into a secured area, attendance and many more. A novel human authentication system is …

A multimodal architecture using Adapt‐HKFCT segmentation and feature‐based chaos integrated deep neural networks (Chaos‐DNN‐SPOA) for contactless …

M Rajalakshmi… - International Journal of …, 2022 - Wiley Online Library
In the recent past, the fusion of various unimodal biometrics has gained increasing attention
from researchers dedicated to the use of practical biometrics. In this paper, a Chaos …