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 specifics and consistency hash learning for large-scale cross-modal retrieval

J Qin, L Fei, Z Zhang, J Wen, Y Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the dramatic increase in the amount of multimedia data, cross-modal similarity retrieval
has become one of the most popular yet challenging problems. Hashing offers a promising …

Double-cohesion learning based multiview and discriminant palmprint recognition

S Zhao, J Wu, L Fei, B Zhang, P Zhao - Information Fusion, 2022 - Elsevier
Palmprint recognition has been widely used in security authentication. However, most of the
existing palmprint representation methods are focused on a special application scenario …

Few-shot learning for palmprint recognition via meta-siamese network

H Shao, D Zhong, X Du, S Du… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Palmprint is one of the discriminant biometric modalities of humans. Recently, deep learning-
based palmprint recognition algorithms have improved the accuracy and robustness of …

Joint discriminative sparse coding for robust hand-based multimodal recognition

S Li, B Zhang - IEEE Transactions on Information Forensics …, 2021 - ieeexplore.ieee.org
Multimodal biometrics recognition has recently attracted much interest for its higher security
and effectiveness compared with unimodal biometrics recognition. However, most of the …

Learning compact multirepresentation feature descriptor for finger-vein recognition

S Li, R Ma, L Fei, B Zhang - IEEE Transactions on Information …, 2022 - ieeexplore.ieee.org
Due to its high anti-counterfeiting and universality, the use of finger-vein pattern for identity
authentication has recently attracted extensive attention in academia and industry. Despite …

Multi-order texture features for palmprint recognition

Z Yang, L Leng, T Wu, M Li, J Chu - Artificial Intelligence Review, 2023 - Springer
Palmprint attracts increasing attention thanks to its several advantages. 1st-order textures
have been widely used for palmprint recognition; unfortunately, high-order textures …

Learning spectrum-invariance representation for cross-spectral palmprint recognition

L Fei, WK Wong, S Zhao, J Wen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Palmprint recognition provides a potential solution for noninvasive personal authentication
due to its excellent contactless property and user-security, and it has attracted tremendous …

Toward efficient palmprint feature extraction by learning a single-layer convolution network

L Fei, S Zhao, W Jia, B Zhang, J Wen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a collaborative palmprint-specific binary feature learning method
and a compact network consisting of a single convolution layer for efficient palmprint feature …

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 …