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 …

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 …

[PDF][PDF] Palmprint recognition based on deep convolutional neural networks

X Dong, L Mei, J Zhang - 2018 2nd International …, 2018 - pdfs.semanticscholar.org
Palmprint recognition, as one of the current biometric technologies, has received extensive
attention and research. There are difficulties in the traditional artificially defined feature when …

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 …

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 …

Palmprint recognition based on deep learning

ZDP Xin, P Xin, L Xiaoling, G Xiaojing - 2015 - IET
Deep learning method has been considered as a breakthrough in computer vision,
successfully aplied in many domains, including biometrics. Palmprint recognition has been …

Palmprint recognition based on convolutional neural network-AlexNet

W Gong, X Zhang, B Deng, X Xu - 2019 Federated Conference …, 2019 - ieeexplore.ieee.org
In the classic algorithm, palmprint recognition requires extraction of palmprint features
before classification and recognition, which will affect the recognition rate. To solve this …

[HTML][HTML] Palmprint recognition based on gating mechanism and adaptive feature fusion

K Zhang, G Xu, YK Jin, G Qi, X Yang… - Frontiers in …, 2023 - frontiersin.org
As a type of biometric recognition, palmprint recognition uses unique discriminative features
on the palm of a person to identify his/her identity. It has attracted much attention because of …

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 …