[PDF][PDF] Machine learning algorithms based palmprint biometric identification

M Naveen, KJ Neethumol, PM Mathew… - Int J Eng Res Technol …, 2021 - academia.edu
Biometrics have gained popularity over the last decade and palmprint have rich and unique
features which makes it a reliable biometric identification methodology. There are many …

Gabor filter and texture based features for palmprint recognition

A Younesi, MC Amirani - Procedia Computer Science, 2017 - Elsevier
In this paper, we propose an efficient personal identification system based on palmprint
recognition. Palmprint is widely used in biometric-based identification system. Palmprint is …

[HTML][HTML] Efficient palmprint biometric identification systems using deep learning and feature selection methods

S Trabelsi, D Samai, F Dornaika, A Benlamoudi… - Neural Computing and …, 2022 - Springer
Over the past two decades, several studies have paid great attention to biometric palmprint
recognition. Recently, most methods in literature adopted deep learning due to their high …

[HTML][HTML] Blurred palmprint recognition based on stable-feature extraction using a Vese–Osher decomposition model

D Hong, J Su, Q Hong, Z Pan, G Wang - PLoS One, 2014 - journals.plos.org
As palmprints are captured using non-contact devices, image blur is inevitably generated
because of the defocused status. This degrades the recognition performance of the system …

Palmprint recognition with improved two-dimensional locality preserving projections

X Pan, QQ Ruan - Image and Vision Computing, 2008 - Elsevier
Recently, two-dimensional locality preserving projections (2DLPP) was proposed to extract
features directly from image matrices based on locality preserving criterion. Though 2DLPP …

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 system based on proposed features extraction and (c5. 0) decision tree, k-nearest neighbour (knn) classification approaches

MS Kadhm, H Ayad, MJ Mohammed - J. Eng. Sci. Technol, 2021 - portal.arid.my
In the biometrics research area, palmprint recognition system is gaining the most popularity.
Significant performances have been achieved in the state-of-the-art palmprint recognition …

[PDF][PDF] Palmprint Recognition Based on Local Fisher Discriminant Analysis.

J Guo, H Chen, Y Li - J. Softw., 2014 - jsoftware.us
A new palmprint recognition method based on local Fisher discriminant analysis (LFDA) is
proposed. In order to solve the singularity of the eigenvalue equation matrix in small-size …

[HTML][HTML] Texture based features for robust palmprint recognition: a comparative study

R Raghavendra, C Busch - EURASIP Journal on Information Security, 2015 - Springer
Palmprint is a widely used biometric trait deployed in various access-control applications
due to its convenience in use, reliability, and low cost. In this paper, we propose a novel …

[引用][C] Palmprint recognition based on discrete curvelet transform and support vector machine

X Xue-Bin, Z De-Yun, Z Xin-Man… - … of Infrared and …, 2009 - SCIENCE PRESS 16 …