Palmprint Recognition: Extensive exploration of databases, methodologies, comparative assessment, and future directions

N Amrouni, A Benzaoui, A Zeroual - Applied Sciences, 2023 - mdpi.com
This paper presents a comprehensive survey examining the prevailing feature extraction
methodologies employed within biometric palmprint recognition models. It encompasses a …

Towards open-set touchless palmprint recognition via weight-based meta metric learning

H Shao, D Zhong - Pattern Recognition, 2022 - Elsevier
Touchless biometrics has become significant in the wake of novel coronavirus 2019 (COVID-
19). Due to the convenience, user-friendly, and high-accuracy, touchless palmprint …

[PDF][PDF] Palm print recognition using intelligent techniques: A review

SAM Al-Taie, BI Khaleel - Jurnal Ilmiah Teknik Elektro Komputer …, 2023 - eprints.uad.ac.id
Hand or Palm print recognition systems are one of the efficient people recognition and
authentication systems that provide high-security levels by approving the entering and …

RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition

L Shen, J Jin, R Zhang, H Li, K Zhao… - Proceedings of the …, 2023 - openaccess.thecvf.com
Palmprint recently shows great potential in recognition applications as it is a privacy-friendly
and stable biometric. However, the lack of large-scale public palmprint datasets limits further …

Privacy preserving palmprint recognition via federated metric learning

H Shao, C Liu, X Li, D Zhong - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deep learning-based palmprint recognition methods have made good progress and
obtained promising performance. However, most of them are mainly focused on …

Bézierpalm: A free lunch for palmprint recognition

K Zhao, L Shen, Y Zhang, C Zhou, T Wang… - … on Computer Vision, 2022 - Springer
Palmprints are private and stable information for biometric recognition. In the deep learning
era, the development of palmprint recognition is limited by the lack of sufficient training data …

Contactless Palmprint Image Recognition across Smartphones with Self-paced CycleGAN

Q Zhu, G Xin, L Fei, D Liang, Z Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Contactless palmprint recognition, an emerging biometric technology, has attracted
increasing attention due to its noninvasive and high practicability characteristics. Although it …

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 …

Distribution alignment for cross-device palmprint recognition

L Shen, Y Zhang, K Zhao, R Zhang, W Shen - Pattern Recognition, 2022 - Elsevier
With the development of IoT and mobile devices, cross-device palmprint recognition is
becoming an emerging research topic in multimedia for its great application potential. Due to …

Prototype correction via contrastive augmentation for few-shot unconstrained palmprint recognition

K Jing, X Zhang, C Zhang, W Lin, H Ma… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Unconstrained Palmprint Recognition (UPR) shows engaging potential owing to its high
hygiene and privacy. The unconstrained acquisition usually produces wide variations …