Review of Deep Learning Methods for Palm Vein Recognition.

TAN Zhenlin, LIU Ziliang, H Aiquan… - Journal of …, 2024 - search.ebscohost.com
Palm vein recognition, as a new infrared biometrics technology, has become one of the
research hotspots in the field of biometric recognition because of its advantages of high …

Palm vein image recognition based on side chain connected convolution neural network

M LOU, T WANG, Y LIU, F YANG, J HUANG - Journal of Computer …, 2020 - joca.cn
To overcome the performance degradation of palm vein recognition system due to the small
quantity and the uneven quality of palm vein images, a palm vein image recognition method …

Palm vein recognition via multi-task loss function and attention layer

J Lou, B Wang - arXiv preprint arXiv:2211.05970, 2022 - arxiv.org
With the improvement of arithmetic power and algorithm accuracy of personal devices,
biological features are increasingly widely used in personal identification, and palm vein …

Research on palm vein recognition algorithm based on improved convolutional neural network

B Sun, X Tao, X Luo - 2020 International Automatic Control …, 2020 - ieeexplore.ieee.org
When collecting palm vein images, it is easy to be affected by external factors such as light
source and placement angle, which result in poor recognition accuracy. In this paper, a new …

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 …

Palm vein classification based on deep neural network and random forest

L Yuan, M Lou, Y Liu, F Yang, J Huang - Laser & Optoelectronics Progress, 2019 - clp.ac.cn
A new palm vein classification method that combines a deep neural network and a random
forest is proposed. First, the proposed method extracts the palm vein features using AlexNet …

Palm vein recognition using convolution neural network based on feature fusion with HOG feature

H Kuang, Z Zhong, X Liu, X Ma - 2020 5th International …, 2020 - ieeexplore.ieee.org
With the advancement of science and the development of the times, the role of identity
authentication technology in living society has become increasingly prominent. Palm vein …

A new image recognition combining transfer learning algorithm and MobileNet v2 model for palm vein recognition

Q Sun, X Luo - 2022 4th International Conference on Frontiers …, 2022 - ieeexplore.ieee.org
Among human biometrics, palm vein recognition is characterised by high security and
privacy as an internal human biometric identification technology. Despite the breakthroughs …

GAN et: Gabor Attention Aggregation Network for Palmvein Identification

H Liao, X Jin, H Zhu, Y Fu… - … Conference on Human …, 2024 - ieeexplore.ieee.org
Palm vein recognition has attracted recently wide attention thanks to its robust feature
representation and high accuracy. Despite advancements in the literature, however, existing …

Segmentation of palm vein images using U-Net

F Marattukalam, WH Abdulla - 2020 Asia-Pacific Signal and …, 2020 - ieeexplore.ieee.org
Biometric recognition methods using human traits like fingerprint, face, voice, palm-print, and
palm vein have developed significantly in recent years. Palm vein recognition has gained …