Focal Contrastive Learning for Palm Vein Authentication

Y Ma, H Huang, D Luo, S Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the advancement of deep learning technology, the palm vein authentication technology
based on convolutional neural network (CNN) has been greatly developed. Among many …

Palm Vein Recognition under Unconstrained and Weak-cooperative Conditions

D Luo, Y Qiao, D Xie, S Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Contactless palm vein has attracted significant attention for its high security, stability, and
user-friendliness. However, current contactless palm vein recognition predominantly relies …

Design of a Lightweight Palmf-Vein Authentication System Based on Model Compression.

ZC Chen, SY Jhong, CH Hsia - Journal of Information …, 2021 - search.ebscohost.com
Palm-vein authentication is a secure and highly accurate vein feature authentication
technology that has recently gained a lot of attention. Convolutional neural networks (CNNs) …

Starlknet: Star mixup with large kernel networks for palm vein identification

X Jin, H Zhu, MAE Yacoubi, H Li, H Liao, H Qin… - arXiv preprint arXiv …, 2024 - arxiv.org
As a representative of a new generation of biometrics, vein identification technology offers a
high level of security and convenience. Convolutional neural networks (CNNs), a prominent …

Palm vein recognition via multi-task loss function and attention layer

J Lou, B Wang - arXiv preprint arXiv:2211.05970, 2022 - arxiv.org
With the improvement of arithmetic power and algorithm accuracy of personal devices,
biological features are increasingly widely used in personal identification, and palm vein …

CECNet: Coordinate Encoding Competitive Neural Network For Palm Vein Recognition by Soft Large Margin Centralized Cosine Loss

M Zhang, J Li, Y Wang, G Xu - IEEE Access, 2023 - ieeexplore.ieee.org
Palm vein recognition plays a crucial role in identity verification, requiring highly
discriminative features. However, for touchless palm vein datasets, selecting a suitable and …

GAN et: Gabor Attention Aggregation Network for Palmvein Identification

H Liao, X Jin, H Zhu, Y Fu… - … Conference on Human …, 2024 - ieeexplore.ieee.org
Palm vein recognition has attracted recently wide attention thanks to its robust feature
representation and high accuracy. Despite advancements in the literature, however, existing …

Contactless palm vein authentication using deep learning with Bayesian optimization

MI Obayya, M El-Ghandour, F Alrowais - IEEE access, 2020 - ieeexplore.ieee.org
Among various biometric methods, palm vein authentication has taken significant attention
because of its uniqueness, stability and non-intrusiveness. In this paper, we propose a palm …

A new image recognition combining transfer learning algorithm and MobileNet v2 model for palm vein recognition

Q Sun, X Luo - 2022 4th International Conference on Frontiers …, 2022 - ieeexplore.ieee.org
Among human biometrics, palm vein recognition is characterised by high security and
privacy as an internal human biometric identification technology. Despite the breakthroughs …

TripletGAN VeinNet: palm vein recognition based on generative adversarial network and triplet loss

ASM Htet, HJ Lee - 2021 International Conference on Computer …, 2021 - ieeexplore.ieee.org
In recent years, palm vein recognition has obtained significant attention as its uniqueness,
stable features, and high recognition rate. Although state-of-art deep learning methods can …