Multiview-learning-based generic palmprint recognition: A literature review

S Zhao, L Fei, J Wen - Mathematics, 2023 - mdpi.com
Palmprint recognition has been widely applied to security authentication due to its rich
characteristics, ie, local direction, wrinkle, and texture. However, different types of palmprint …

Joint multiview feature learning for hand-print recognition

L Fei, B Zhang, S Teng, Z Guo, S Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, we propose a joint multiview feature learning (JMvFL) method for hand-print
recognition including both finger-knuckle-print (FKP) and palmprint recognition. Unlike most …

Towards cross-dataset palmprint recognition via joint pixel and feature alignment

H Shao, D Zhong - IEEE Transactions on Image Processing, 2021 - ieeexplore.ieee.org
Deep learning-based palmprint recognition algorithms have shown great potential. Most of
them are mainly focused on identifying samples from the same dataset. However, they may …

CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition

Z Yang, W Xia, Y Qiao, Z Lu, B Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Palmprint recognition achieves high discrimination for identity verification. Compared with
handcrafted local texture descriptors, convolutional neural networks (CNNs) can …

Multiple texture information fusion for finger-knuckle-print authentication system

A Nigam, K Tiwari, P Gupta - Neurocomputing, 2016 - Elsevier
This paper proposes a finger-knuckle-print based authentication system by fusing multiple
texture features. It contains new algorithms for extracting region of interest (ROI) with the …

PCE-Palm: Palm Crease Energy Based Two-Stage Realistic Pseudo-Palmprint Generation

J Jin, L Shen, R Zhang, C Zhao, G Jin… - Proceedings of the …, 2024 - ojs.aaai.org
The lack of large-scale data seriously hinders the development of palmprint recognition.
Recent approaches address this issue by generating large-scale realistic pseudo palmprints …

Triple-type feature extraction for palmprint recognition

L Wu, Y Xu, Z Cui, Y Zuo, S Zhao, L Fei - Sensors, 2021 - mdpi.com
Palmprint recognition has received tremendous research interests due to its outstanding
user-friendliness such as non-invasive and good hygiene properties. Most recent palmprint …

Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification

Z Yang, ABJ Teoh, B Zhang, L Leng… - International Journal of …, 2024 - Springer
Palmprint as biometrics has gained increasing attention recently due to its discriminative
ability and robustness. However, existing methods mainly improve palmprint verification …

Jointly learning multi-instance hand-based biometric descriptor

L Fei, B Zhang, C Tian, S Teng, J Wen - Information Sciences, 2021 - Elsevier
Multibiometric recognition has become one of the most important solutions for enhancing
overall personal recognition performance due to several inherent limitations of unimodal …

Palmprint false acceptance attack with a generative adversarial network (GAN)

F Wang, L Leng, ABJ Teoh, J Chu - Applied Sciences, 2020 - mdpi.com
Biometric-based authentication is widely deployed on multimedia systems currently;
however, biometric systems are vulnerable to image-level attacks for impersonation …