Behavioral biometrics for continuous authentication in the internet-of-things era: An artificial intelligence perspective

Y Liang, S Samtani, B Guo, Z Yu - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
In the Internet-of-Things (IoT) era, user authentication is essential to ensure the security of
connected devices and the customization of passive services. However, conventional …

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 …

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 recognition via sparse reconstruction error constrained low-rank representation

L Yang, G Yang, K Wang, F Hao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Vein pattern-based methods have powerfully promoted the performance of finger vein
recognition. However, it is not easy to precisely extract vein patterns from images, especially …

Finger vein recognition based on lightweight CNN combining center loss and dynamic regularization

D Zhao, H Ma, Z Yang, J Li, W Tian - Infrared Physics & Technology, 2020 - Elsevier
Finger vein recognition is one of a new biometric recognition technology, which has a wide
range of applications in daily life. However, the quality of finger vein images is less than …

Local attention transformer-based full-view finger-vein identification

H Qin, R Hu, MA El-Yacoubi, Y Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-view finger-vein recognition technology has attracted increasing attentions in recent
years. Despite recent advances in the multi-view finger-vein identification, existing solutions …

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 …

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 …

Efficient disentangled representation learning for multi-modal finger biometrics

W Yang, J Huang, D Luo, W Kang - Pattern Recognition, 2024 - Elsevier
Most multi-modal biometric systems use multiple devices to capture different traits and
directly fuse multi-modal data while ignoring correlation information between modalities. In …

A multibiometric system based on the fusion of fingerprint, finger-vein, and finger-knuckle-print

J Khodadoust, MA Medina-Pérez, R Monroy… - Expert Systems with …, 2021 - Elsevier
Authentication systems play an essential role in our lives today. Human biological,
behavioral, and morphological characteristics are usually used in an authentication system …