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 …

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 …

Label enhancement-based multiscale transformer for palm-vein recognition

H Qin, C Gong, Y Li, X Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vein biometrics is a high-security and privacy-preserving identification technology that has
received increasing attentions. Although deep neural networks (DNNs), such as …

Multi-scale and multi-direction GAN for CNN-based single palm-vein identification

H Qin, MA El-Yacoubi, Y Li, C Liu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Despite recent advances of deep neural networks in hand vein identification, the existing
solutions assume the availability of a large and rich set of training image samples. These …

Evaluation of end-to-end CNN models for palm vein recognition

JI Santamaría, R Hernández-García… - … Conference of the …, 2021 - ieeexplore.ieee.org
In recent years, biometric systems have positioned themselves among the most widely used
technologies for people recognition. In this context, palm vein patterns have received the …

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 …

Attention Label Learning to Enhance Interactive Vein Transformer for Palm-Vein Recognition

H Qin, C Gong, Y Li, MA El-Yacoubi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, vein biometrics has gained significant attention due to its high security and
privacy features. While deep neural networks have become the predominant classification …

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 …

Towards the generation of synthetic images of palm vein patterns: A review

EH Salazar-Jurado, R Hernández-García… - Information …, 2023 - Elsevier
With the recent success of computer vision and deep learning, remarkable progress has
been achieved on automatic personal recognition using vein biometrics. However, collecting …

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 …