Identification of biometric images by machine learning

M Nazarkevych, Y Voznyi, V Hrytsyk… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
The method of biometric prints classification by means of machine learning is offered. The “k-
means” method was used to identify biometric images. Labeled sample data for learning …

Lightweight Verification Schema for Image‐Based Palmprint Biometric Systems

A Giełczyk, M Choraś, R Kozik - Mobile Information Systems, 2019 - Wiley Online Library
Palmprint biometrics is a promising modality that enables efficient human identification, also
in a mobile scenario. In this paper, a novel approach to feature extraction for palmprint …

Multiset canonical correlation analysis: texture feature level fusion of multiple descriptors for intra-modal palmprint biometric recognition

R Mokni, A Mezghani, H Drira, M Kherallah - Image and Video Technology …, 2018 - Springer
This paper describes a novel intra-modal feature fusion for palmprint recognition based on
fusing multiple descriptors to analyze the complex texture pattern. The main contribution lies …

Deep-analysis of palmprint representation based on correlation concept for human biometrics identification

R Mokni, H Drira, M Kherallah - International Journal of Digital Crime …, 2020 - igi-global.com
The security of people requires a beefy guarantee in our society, particularly, with the spread
of terrorism throughout the world. In this context, palmprint identification based on texture …

ПРОЕКТУВАННЯ СИСТЕМИ АВТЕНТИФІКАЦІЇ БІОМЕТРИЧНОГО ЗАХИСТУ НА ОСНОВІ МЕТОДУ K-СЕРЕДНІХ

Y Voznyi, M Nazarkevych, V Hrytsyk… - Електронне …, 2021 - csecurity.kubg.edu.ua
Анотація Розглянуто метод біометричної ідентифікації, призначений для забезпечення
захисту конфіденційної інформації. Запропоновано метод класифікації біометричних …

Palmprint recognition through the fractal dimension estimation for texture analysis

R Mokni, M Kherallah - International Journal of Biometrics, 2016 - inderscienceonline.com
Palmprint is a human physiological feature which can distinguish and identify one person
from another. In the palmprint recognition biometric systems, the feature extraction is …

Novel palmprint biometric system combining several fractal methods for texture information extraction

R Mokni, M Kherallah - 2016 IEEE International Conference on …, 2016 - ieeexplore.ieee.org
This paper presents a new method to recognize the person's identity through their
palmprints. Palmprint recognition is among the most reliable physiological characteristics …

Enhancing Security of Biometric Systems Using Deep Features of Hand Biometrics

S Chitroub, A Meraoumia, L Laimeche… - … on Computer and …, 2019 - ieeexplore.ieee.org
Nowadays, the success of the different institutions depends on the security of their
information against possible attacks. Because much of this information is related to persons' …

[PDF][PDF] LDBM-PFR: Local Directional Binary Pattern Mixed Filtering for 2D and 3D Palmprint Fusion Recognition

S Lin, M Li, MZ Liu, XJ Fan, P Shang - Journal of Computers, 2024 - csroc.org.tw
Single-dimensional palmprint images are susceptible to interference from noise, lighting,
and various factors, leading to information loss and subpar recognition performance. To …

Palmprint biometric system modeling by dbc and dla methods and classifying by knn and svm classifiers

R Mokni, M Kherallah - Artificial Neural Networks and Machine Learning …, 2016 - Springer
Biometric technology is an automatic personal identification method based on physical or
behavioral characteristics of the individuals. Among of the physical characteristics, palmprint …