Evaluation of end-to-end CNN models for palm vein recognition

JI Santamaría, R Hernández-García… - … Conference of the …, 2021 - ieeexplore.ieee.org
In recent years, biometric systems have positioned themselves among the most widely used
technologies for people recognition. In this context, palm vein patterns have received the …

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 …

Convolutional Neural Algorithm for palm vein recognition using ZFNet architecture

SS Kaddoun, Y Aberni, L Boubchir… - … Conference on Bio …, 2021 - ieeexplore.ieee.org
Palm vein pattern recognition is one of the among biometric recognition techniques that
uses blood vessel traits for person's identity identification and/or verification. This paper …

Applications of different CNN architectures for palm vein identification

S Lefkovits, L Lefkovits, L Szilágyi - … , MDAI 2019, Milan, Italy, September 4 …, 2019 - Springer
In this paper a palm vein identification system is presented, which exploits the strength of
convolutional neural network (CNN) architectures. We built and compared six different CNN …

Large-scale palm vein recognition on synthetic datasets

R Hernández-García, JI Santamaría… - … Conference of the …, 2021 - ieeexplore.ieee.org
During the last decade, palm vein recognition has gained the attention of the research
community on biometric systems since it presents high security. However, its applications on …

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 …

On the Use of Convolutional Neural Networks for Palm Vein Recognition

MAE Eladlani, SS Kaddour, L Boubchir… - … Conference on Big …, 2022 - ieeexplore.ieee.org
Palm vein recognition is a biometric method for individuals' authentication and/or
identification based on the unique patterns of veins in the palms of their hands. This paper …

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 …

TripletGAN VeinNet: palm vein recognition based on generative adversarial network and triplet loss

ASM Htet, HJ Lee - 2021 International Conference on Computer …, 2021 - ieeexplore.ieee.org
In recent years, palm vein recognition has obtained significant attention as its uniqueness,
stable features, and high recognition rate. Although state-of-art deep learning methods can …