Contactless palmprint identification using the pretrained VGGNet model

MK Kim - Journal of Korea Multimedia Society, 2018 - koreascience.kr
Palm image acquisition without contact has advantages in user convenience and hygienic
issues, but such images generally display more image variations than those acquired …

Contactless palmprint identification using deeply learned residual features

Y Liu, A Kumar - … on Biometrics, Behavior, and Identity Science, 2020 - ieeexplore.ieee.org
Contactless and online palmprint identification offers improved user convenience, hygiene,
user-security and is highly desirable in a range of applications. This paper proposes an …

Deformation invariant and contactless palmprint recognition using convolutional neural network

A Jalali, R Mallipeddi, M Lee - … of the 3rd International Conference on …, 2015 - dl.acm.org
Palmprint recognition is a challenging problem, mainly due to low quality of the patterns,
variation in focal lens distance, large nonlinear deformations caused by contactless image …

An effective recognition approach for contactless palmprint

N Xu, Q Zhu, X Xu, D Zhang - The Visual Computer, 2021 - Springer
The biometrics character has been widely used for individual identification and verification.
Palmprint as one of biological features contains abundant discriminative features, which has …

A deep learning based framework to detect and recognize humans using contactless palmprints in the wild

Y Liu, A Kumar - arXiv preprint arXiv:1812.11319, 2018 - arxiv.org
Contactless and online palmprint identfication offers improved user convenience, hygiene,
user-security and is highly desirable in a range of applications. This technical report details …

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 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 …

[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 …

Contactless palmprint biometrics using DeepNet with dedicated assistant layers

T Chai, S Prasad, J Yan, Z Zhang - The Visual Computer, 2023 - Springer
Palmprint biometrics has a broad application prospect owing to non-intrusiveness, ease of
image acquisition and stable textural pattern. Hand-crafted approaches are vulnerable to …

Palmprint recognition in uncontrolled and uncooperative environment

WM Matkowski, T Chai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Online palmprint recognition and latent palmprint identification are two branches of
palmprint studies. The former uses middle-resolution images collected by a digital camera in …