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 …

Multi-scale and multi-direction GAN for CNN-based single palm-vein identification

H Qin, MA El-Yacoubi, Y Li, C Liu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Despite recent advances of deep neural networks in hand vein identification, the existing
solutions assume the availability of a large and rich set of training image samples. These …

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 …

Loss functions for CNN-based biometric vein recognition

RS Kuzu, E Maiorana, P Campisi - 2020 28th European Signal …, 2021 - ieeexplore.ieee.org
The recent progress in deep learning has led to a rapid change in the way biometric data
can be handled, offering new opportunities for further research on physical, behavioral, and …

Explainable AI: a multispectral palm-vein identification system with new augmentation features

YY Chen, SY Jhong, CH Hsia, KL Hua - ACM Transactions on …, 2021 - dl.acm.org
Recently, as one of the most promising biometric traits, the vein has attracted the attention of
both academia and industry because of its living body identification and the convenience of …

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 …

Vein-based biometric verification using transfer learning

RS Kuzu, E Maiorana, P Campisi - 2020 43rd International …, 2020 - ieeexplore.ieee.org
Vein patterns have been nowadays established as a reliable and convenient solution to
implement biometric recognition systems. Yet, there is still a relevant gap between the real …

Democratic voting downsampling for coding‐based palmprint recognition

L Leng, Z Yang, W Min - IET Biometrics, 2020 - Wiley Online Library
Downsampling is critical for coding‐based methods to reduce storage and accelerate
matching speed. In coding‐based palmprint recognition methods, the image size of the …

Boosting hand vein recognition performance with the fusion of different color spaces in deep learning architectures

FO Babalola, Ö Toygar, Y Bitirim - Signal, Image and Video Processing, 2023 - Springer
Human recognition and authentication through biometrics generally rely on feature
extraction from images of physiological traits. These images can be represented in different …

Human identity verification from biometric dorsal hand vein images using the DL-GAN method

KM Alashik, R Yildirim - IEEE Access, 2021 - ieeexplore.ieee.org
In this research, biometric authentication, which has been widely used for different purposes
in the last quarter-century, is studied. Dorsal hand veins are used for biometric …