Review of palm vein recognition

W Wu, SJ Elliott, S Lin, S Sun, Y Tang - IET Biometrics, 2020 - Wiley Online Library
As a new research focus in biometrics, palm vein recognition has attracted people's attention
because of high security, liveness‐detection, user acceptability and convenience. Palm vein …

Adaptive learning Gabor filter for finger-vein recognition

Y Zhang, W Li, L Zhang, X Ning, L Sun, Y Lu - IEEE access, 2019 - ieeexplore.ieee.org
Presently, finger-vein recognition is a new research direction in the field of biometric
recognition. The Gabor filter has been extensively used for finger-vein recognition; however …

Convolutional autoencoder model for finger-vein verification

B Hou, R Yan - IEEE Transactions on Instrumentation and …, 2019 - ieeexplore.ieee.org
This paper presents a novel deep learning-based method that integrates a Convolutional
Auto-Encoder (CAE) with support vector machine (SVM) for finger-vein verification. The CAE …

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 dual-sliding window localization and pseudo-elliptical transformer

S Qiu, Y Liu, Y Zhou, J Huang, Y Nie - Expert Systems with Applications, 2016 - Elsevier
Uneven illumination occurs during finger imaging because of the influence of several
factors, including the position and posture of the finger, the uniformity of near-infrared light …

Finger vein verification using a Siamese CNN

S Tang, S Zhou, W Kang, Q Wu, F Deng - IET biometrics, 2019 - Wiley Online Library
Finger vein verification has received more attention recently due to its unique advantages.
However, most existing algorithms rely on handcrafted features, making them less robust to …

From noise to feature: Exploiting intensity distribution as a novel soft biometric trait for finger vein recognition

W Kang, Y Lu, D Li, W Jia - IEEE transactions on information …, 2018 - ieeexplore.ieee.org
Most finger vein feature extraction algorithms achieve satisfactory performance due to their
texture representation abilities, despite simultaneously ignoring the intensity distribution that …

Contactless Palm vein recognition based on attention-gated residual U-Net and ECA-ResNet

ASM Htet, HJ Lee - Applied Sciences, 2023 - mdpi.com
Palm vein recognition has received some considerable attention regarding its use in
biometric identification. Palm vein characteristics offer a superior level of security and …

Contactless palm vein authentication using deep learning with Bayesian optimization

MI Obayya, M El-Ghandour, F Alrowais - IEEE access, 2020 - ieeexplore.ieee.org
Among various biometric methods, palm vein authentication has taken significant attention
because of its uniqueness, stability and non-intrusiveness. In this paper, we propose a palm …

FV-Net: learning a finger-vein feature representation based on a CNN

H Hu, W Kang, Y Lu, Y Fang, H Liu… - … conference on pattern …, 2018 - ieeexplore.ieee.org
Finger vein pattern has been proven to be an effective biometric for personal identification in
recent years. Nevertheless, there remain challenges that need to be solved, such as finger …