Deep learning techniques for hand vein biometrics: A comprehensive review

M Hemis, H Kheddar, S Bourouis, N Saleem - Information Fusion, 2024 - Elsevier
Biometric authentication has garnered significant attention as a secure and efficient method
of identity verification. Among the various modalities, hand vein biometrics, including finger …

[PDF][PDF] State of the art in vascular biometrics

A Uhl - Handbook of Vascular Biometrics, 2020 - library.oapen.org
The investigation of vascular biometric traits has become increasingly popular during the
last years. This book chapter provides a comprehensive discussion of the respective state of …

Denoising of MR and CT images using cascaded multi-supervision convolutional neural networks with progressive training

H Song, L Chen, Y Cui, Q Li, Q Wang, J Fan, J Yang… - Neurocomputing, 2022 - Elsevier
As MR Rician noise and CT low-dose perfusion noise have a complicated distribution, it is
still a challenging task to automatically and accurately remove the noises existing in MR and …

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 …

[PDF][PDF] Dorsal Hand Vein Recognition by Convolutional Neural Networks: Feature Learning and Transfer Learning Approaches.

NA Al-johania, LA Elrefaei - International Journal of Intelligent …, 2019 - researchgate.net
In this paper, we propose a dorsal hand vein recognition system using Convolutional Neural
Network (CNN). This system is automatically learned how to extract features from original …

Outside box and contactless palm vein recognition based on a wavelet denoising ResNet

W Wu, Q Wang, S Yu, Q Luo, S Lin, Z Han… - IEEE Access, 2021 - ieeexplore.ieee.org
Palm vein recognition is a high-security biometric. Outside the NIR capture box and
contactless palm vein recognition are more popular but challenging. The users feel …

Dorsal hand vein-biometric recognition using convolution neural network

R Kumar, RC Singh, S Kant - … : Proceedings of ICICC 2020, Volume 1, 2021 - Springer
In this paper, a convolution neural network (CNN)-based vein recognition approach is used
for dorsal hand vein patterns. Apart from using pre-trained version, VGG Net-16 model is fine …

[PDF][PDF] Exploring Human Biometrics: A Focus on Security Concerns and Deep Neural Networks

WH Abdulla, F Marattukalam… - APSIPA Transactions on …, 2023 - nowpublishers.com
Biometric technology is rapidly growing due to the urgent need to secure people's
properties, from goods to information, in the overwhelming digital technology proliferation in …

Hybrid Feature Extractor Using Discrete Wavelet Transform and Histogram of Oriented Gradient on Convolutional-Neural-Network-Based Palm Vein Recognition

M Wulandari, R Chai, B Basari, D Gunawan - Sensors, 2024 - mdpi.com
Biometric recognition techniques have become more developed recently, especially in
security and attendance systems. Biometrics are features attached to the human body that …

Towards application of dorsal hand vein recognition under uncontrolled environment based on biometric graph matching

D Zhong, H Shao, S Liu - IET Biometrics, 2019 - Wiley Online Library
Dorsal hand vein recognition is a kind of biometric technique that has emerged in the last
two decades. Owing to its safety, accuracy, and effectiveness, more and more researchers …