On-the-fly finger-vein-based biometric recognition using deep neural networks

RS Kuzu, E Piciucco, E Maiorana… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Finger-vein-based biometric recognition technology has recently attracted the attention of
both academia and industry because of its robustness against presentation attacks and the …

Convolutional neural network for finger-vein-based biometric identification

R Das, E Piciucco, E Maiorana… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The use of human finger-vein traits for the purpose of automatic user recognition has gained
a lot of attention in recent years. Current state-of-the-art techniques can provide relatively …

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 …

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 biometric identification using convolutional neural network

SA Radzi, MK Hani, R Bakhteri - Turkish Journal of Electrical …, 2016 - journals.tubitak.gov.tr
A novel approach using a convolutional neural network (CNN) for finger-vein biometric
identification is presented in this paper. Unlike existing biometric techniques such as …

Deep representation-based feature extraction and recovering for finger-vein verification

H Qin, MA El-Yacoubi - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
Finger-vein biometrics has been extensively investigated for personal verification. Despite
recent advances in finger-vein verification, current solutions completely depend on domain …

Feature extraction for finger-vein-based identity recognition

GK Sidiropoulos, P Kiratsa, P Chatzipetrou… - Journal of …, 2021 - mdpi.com
This paper aims to provide a brief review of the feature extraction methods applied for finger
vein recognition. The presented study is designed in a systematic way in order to bring light …

Finger vein recognition based on deep learning

W Liu, W Li, L Sun, L Zhang… - 2017 12th IEEE …, 2017 - ieeexplore.ieee.org
As a new biometric technology, finger vein recognition has received much attention in recent
years. Since deep learning is an end-to-end system, and has achieved very good results in …

Study of a full-view 3D finger vein verification technique

W Kang, H Liu, W Luo, F Deng - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Finger vein modality has unique advantages, allowing it to play an important role in
biometrics. However, the approach to vein imaging and information acquisition typically …

Finger-vein recognition based on deep DenseNet using composite image

JM Song, W Kim, KR Park - Ieee Access, 2019 - ieeexplore.ieee.org
Finger-vein recognition has the advantages of high immutability, as finger veins are located
under the skin, high user convenience, as a non-invasive and contactless capture device, is …