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 Using Bidirectional Feature Extraction and Transfer Learning

Z Tao, X Zhou, Z Xu, S Lin, Y Hu… - … Problems in Engineering, 2021 - Wiley Online Library
Accuracy and efficiency are essential topics in the current biometric feature recognition and
security research. This paper proposes a deep neural network using bidirectional feature …

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 …

Biometric authentication using finger-vein patterns with deep-learning and discriminant correlation analysis

A Boucetta, L Boussaad - International Journal of Image and …, 2022 - World Scientific
Finger-vein identification, a biometric technology that uses vein patterns in the human finger
to identify people. In recent years, it has received increasing attention due to its tremendous …

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 …

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 …

Capsule network for finger-vein-based biometric identification

D Gumusbas, T Yildirim, M Kocakulak… - 2019 IEEE symposium …, 2019 - ieeexplore.ieee.org
Most of the recent researches have determined that finger-vein identification systems have
begun to change their direction from hand-crafted feature extraction to automatic feature …

Finger vein recognition based on convolutional neural network

G Meng, P Fang, B Zhang - MATEC Web of Conferences, 2017 - matec-conferences.org
Biometric Authentication Technology has been widely used in this information age. As one
of the most important technology of authentication, finger vein recognition attracts our …

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 …

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 …