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 …

Few-shot palmprint recognition based on similarity metric hashing network

C Liu, D Zhong, H Shao - Neurocomputing, 2021 - Elsevier
Palmprint recognition is one of the effective biometric technologies due to the advantages of
convenience and safety. Recently, many deep learning-based methods are utilized in …

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 …

Palmprint recognition using siamese network

D Zhong, Y Yang, X Du - … : 13th Chinese Conference, CCBR 2018, Urumqi …, 2018 - Springer
Recently, palmprint representation using different descriptors under the incorporation of
deep neural networks, always achieves significant recognition performance. In this paper …

Few‐shot palmprint recognition via graph neural networks

H Shao, D Zhong - Electronics Letters, 2019 - Wiley Online Library
At present, palmprint recognition based on deep learning has been more and more widely
used in identity recognition due to its many advantages. However, these algorithms often …

Centralized large margin cosine loss for open-set deep palmprint recognition

D Zhong, J Zhu - IEEE Transactions on Circuits and Systems …, 2019 - ieeexplore.ieee.org
As one promising branch of biometrics, palmprint recognition has received significant
attention and made extraordinary progress in the past decades. The crucial step of palmprint …

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 …

Deep distillation hashing for unconstrained palmprint recognition

H Shao, D Zhong, X Du - IEEE Transactions on Instrumentation …, 2021 - ieeexplore.ieee.org
Deep palmprint recognition has become an emerging issue with great potential for personal
authentication on handheld and wearable consumer devices. Previous studies of palmprint …

Efficient deep palmprint recognition via distilled hashing coding

H Shao, D Zhong, X Du - … of the IEEE/CVF conference on …, 2019 - openaccess.thecvf.com
Efficient deep palmprint recognition has become an urgent issue for the demand of personal
identification on mobile/wearable devices. Compared to other biometrics, palmprint …

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 …