Behavioral biometrics for continuous authentication in the internet-of-things era: An artificial intelligence perspective
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 …
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 …
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 …
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 …
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 …
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
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 …
years. Despite recent advances in the multi-view finger-vein identification, existing solutions …
FVFSNet: Frequency-spatial coupling network for finger vein authentication
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 …
advantages in terms of liveness detection, high security, and user convenience. Although …
Label enhancement-based multiscale transformer for palm-vein recognition
Vein biometrics is a high-security and privacy-preserving identification technology that has
received increasing attentions. Although deep neural networks (DNNs), such as …
received increasing attentions. Although deep neural networks (DNNs), such as …
Efficient disentangled representation learning for multi-modal finger biometrics
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 …
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
Authentication systems play an essential role in our lives today. Human biological,
behavioral, and morphological characteristics are usually used in an authentication system …
behavioral, and morphological characteristics are usually used in an authentication system …