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Deep learning techniques for hand vein biometrics: A comprehensive review
Biometric authentication has garnered significant attention as a secure and efficient method
of identity verification. Among the various modalities, hand vein biometrics, including finger …
of identity verification. Among the various modalities, hand vein biometrics, including finger …
A novel semi-supervised fault detection and isolation method for battery system of electric vehicles
J Yang, F Cheng, Z Liu, MM Duodu, M Zhang - Applied Energy, 2023 - Elsevier
The detection and isolation of early and minor faults in vehicle battery systems is vital to safe
driving and improving power utilization. This paper proposes a data-driven model to achieve …
driving and improving power utilization. This paper proposes a data-driven model to achieve …
Vision transformers for vein biometric recognition
In October 2020, Google researchers present a promising Deep Learning architecture
paradigm for Computer Vision that outperforms the already standard Convolutional Neural …
paradigm for Computer Vision that outperforms the already standard Convolutional Neural …
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 …
and passwords with biometric recognition. Among the various human recognition …
Contactless Palm vein recognition based on attention-gated residual U-Net and ECA-ResNet
Palm vein recognition has received some considerable attention regarding its use in
biometric identification. Palm vein characteristics offer a superior level of security and …
biometric identification. Palm vein characteristics offer a superior level of security and …
Improved unsupervised deep Boltzmann learning approach for accurate hand vein recognition
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 …
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 …
liveness property, the palm vein pattern exhibits high authentication accuracy and anti …
Deep learning for vein biometric recognition on a smartphone
The ongoing COVID-19 pandemic has pointed out, even more, the important need for
hygiene contactless biometric recognition systems. Vein-based devices are great non …
hygiene contactless biometric recognition systems. Vein-based devices are great non …
[PDF][PDF] Reinforced Deep Learning for Verifying Finger Veins.
Recently, personal verifications become crucial demands for providing securities in personal
accounts and financial activities. This paper suggests a new Deep Learning (DL) model …
accounts and financial activities. This paper suggests a new Deep Learning (DL) model …
Palmvein recognition using block-based WLD histogram of Gabor feature maps and deep neural network with Bayesian optimization
The demand on devices and systems empowered by biometric verification and identification
mechanisms has been increasing in recent years as they have become a significant part of …
mechanisms has been increasing in recent years as they have become a significant part of …