Toward efficient palmprint feature extraction by learning a single-layer convolution network

L Fei, S Zhao, W Jia, B Zhang, J Wen… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a collaborative palmprint-specific binary feature learning method
and a compact network consisting of a single convolution layer for efficient palmprint feature …

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 identification by Fourier transform

W Li, D Zhang, Z Xu - … Journal of Pattern Recognition and Artificial …, 2002 - World Scientific
Palmprint identification refers to searching in a database for the palmprint template, which is
from the same palm as a given palmprint input. The identification process involves …

Palmprint verification based on principal lines

DS Huang, W Jia, D Zhang - Pattern Recognition, 2008 - Elsevier
In this paper, we propose a novel palmprint verification approach based on principal lines. In
feature extraction stage, the modified finite Radon transform is proposed, which can extract …

[PDF][PDF] Palmprint Recognition with PCA and ICA

T Connie, A Teoh, M Goh… - Proc. Image and Vision …, 2003 - www-ist.massey.ac.nz
Palmprint is one of the relatively new physiological biometrics due to its stable and unique
characteristics. The rich texture information of palmprint offers one of the powerful means in …

Combining modified LBP and weighted SRC for palmprint recognition

S Zhang, H Wang, W Huang, C Zhang - Signal, Image and Video …, 2018 - Springer
In order to extract invariant features in the palmprint transformation of scale, rotation and
affine distortion, a coarse-to-fine palmprint recognition method is proposed by combining the …

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 …

Learning salient and discriminative descriptor for palmprint feature extraction and identification

S Zhao, B Zhang - IEEE transactions on neural networks and …, 2020 - ieeexplore.ieee.org
Palmprint recognition has been widely applied in security and, particularly, authentication. In
the past decade, various palmprint recognition methods have been proposed and achieved …

Image alignment based on invariant features for palmprint identification

W Li, D Zhang, Z Xu - Signal Processing: Image Communication, 2003 - Elsevier
Palmprint identification provides a new technique for personal authentication. Previous
research on palmprint identification mainly focuses on feature extraction and representation …

Palmprint recognition across different devices

W Jia, RX Hu, J Gui, Y Zhao, XM Ren - Sensors, 2012 - mdpi.com
In this paper, the problem of Palmprint Recognition Across Different Devices (PRADD) is
investigated, which has not been well studied so far. Since there is no publicly available …