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 …

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 …

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 …

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 …

Palmprint recognition using deep scattering convolutional network

S Minaee, Y Wang - arXiv preprint arXiv:1603.09027, 2016 - arxiv.org
Palmprint recognition has drawn a lot of attention during the recent years. Many algorithms
have been proposed for palmprint recognition in the past, majority of them being based on …

Palmprint recognition system based on deep region of interest features with the aid of hybrid approach

Ö Türk, A Çalışkan, E Acar, B Ergen - Signal, Image and Video Processing, 2023 - Springer
Palmprint recognition system is a biometric technology, which is promising to have a high
precision. This system has started to attract the attention of researchers, especially with the …

Palmprint recognition using deep scattering network

S Minaee, Y Wang - … symposium on circuits and systems (ISCAS …, 2017 - ieeexplore.ieee.org
Palmprint recognition has drawn a lot of attentions during recent years. Different features
and algorithms have been proposed for palmprint recognition in the past such as Gabor …

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 …

[PDF][PDF] Hybrid Deep Learning Model Based on Autoencoder and CNN for Palmprint Authentication.

FM Bachay, MH Abdulameer - International Journal of Intelligent …, 2022 - researchgate.net
Palmprint authentication has received a lot of attention as one of the most prevalent
biometric methods. A palmprint is a portion of the palm's surface that has special …