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 …

Multi-stream convolutional neural networks fusion for palmprint recognition

Q Zhou, W Jia, Y Yu - Chinese Conference on Biometric Recognition, 2022 - Springer
In recent years, researchers have carried out palmprint recognition study based on deep
learning, and proposed a variety of methods based on deep learning. In these methods …

Palmprint recognition with deep convolutional features

Q Sun, J Zhang, A Yang, Q Zhang - … , IGTA 2017, Beijing, China, June 30 …, 2018 - Springer
Palmprint recognition has become popular and significant in many fields because of its high
efficiency and accuracy in personal identification. In this paper, we present a scheme for …

EEPNet: An efficient and effective convolutional neural network for palmprint recognition

W Jia, Q Ren, Y Zhao, S Li, H Min, Y Chen - Pattern Recognition Letters, 2022 - Elsevier
Palmprint recognition is an important biometrics technology. In recent years, a lot of
palmprint recognition methods based on convolution neural networks (CNNs) have been …

SYEnet: Simple yet effective network for palmprint recognition

S Ma, Q Hu, S Zhao, S Chen, L Jiang - Information Sciences, 2024 - Elsevier
Palmprint recognition techniques have been widely applied in security authentication. As a
typical image processing method, convolutional neural network (CNN) has been applied to …

Mobilenet convolutional neural networks and support vector machines for palmprint recognition

A Michele, V Colin, DD Santika - Procedia Computer Science, 2019 - Elsevier
Due to the ease of handling with low resolution images, low cost hardware and high
recognition accuracy, palmprint recognition has been attracting in the recent years. Many …

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 …

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 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 …

Siamese-hashing network for few-shot palmprint recognition

C Liu, H Shao, D Zhong, J Du - 2019 IEEE Symposium Series …, 2019 - ieeexplore.ieee.org
In recent years, palmprint-based recognition technology has become one of the hotspots in
biometrics research. The accuracy of traditional palmprint recognition algorithms mainly …