Biometric signature authentication using machine learning techniques: Current trends, challenges and opportunities

K Bibi, S Naz, A Rehman - Multimedia Tools and Applications, 2020 - Springer
Biometric systems are playing a key role in the multitude of applications and placed at the
center of debate in the scientific research community. Among the numerous biometric …

Multimodal biometric recognition systems using deep learning based on the finger vein and finger knuckle print fusion

S Daas, A Yahi, T Bakir, M Sedhane… - IET Image …, 2020 - Wiley Online Library
Recognition systems using multimodal biometrics attracts attention because they improve
recognition efficiency and high‐security level compared to the unimodal biometrics system …

Discriminative feature selection for on-line signature verification

X Xia, X Song, F Luan, J Zheng, Z Chen, X Ma - Pattern Recognition, 2018 - Elsevier
On-line handwritten signatures are collected as real-time dynamical signals which are
written on collective devices by users. Since individuals have different writing habits …

Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals

H Zehir, T Hafs, S Daas - Evolving Systems, 2024 - Springer
Traditional methods of authentication, such as keys, passwords, and PIN codes, are
increasingly being surpassed by the robustness and security offered by biometric systems …

Chaos game theory and its application for offline signature identification

M Jampour, A Naserasadi - Iet Biometrics, 2019 - Wiley Online Library
Chaos game mechanism is a procedure for creating fractal phenomena from another fractal
using a polygon and random walk. Here, the authors propose a novel identification …

Online signature verification using double‐stage feature extraction modelled by dynamic feature stability experiment

ME Yahyatabar, J Ghasemi - IET Biometrics, 2017 - Wiley Online Library
Identification based on signature verification is one of the most popular biometric methods
which were used even prior to the advent of computers. In the field of dynamic signature …

[PDF][PDF] Reconnaissance Biométrique Multimodale basée sur la fusion en score de deux modalités biométriques: l'empreinte digitale et la signature manuscrite cursive …

H Toufik - Université Badji Mokhtar–Annaba, 2016 - biblio.univ-annaba.dz
Résumé La biométrie multimodale, qui consiste à combiner plusieurs systèmes
biométriques, est de plus en plus étudiée. En effet, elle permet de réduire certaines …

A novel approach to validate online signature using dynamic features based on locally weighted learning

S Chandra, V Kumar - Multimedia Tools and Applications, 2022 - Springer
Online signature verification is most popular in the field of biometrics and forensics. Due to
its popularity and recent demand, the major challenges are to improve its performance and …

Gender recognition using thermal images from UAV

K Přihodová, J Jech - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Gender recognition is one of the issues that computer vision deals with. It is useful for
analysing human behaviour, intelligent tracking, or human-robot interaction. The aim of this …

[PDF][PDF] Multimodal Biometric System Based on the Fusion in Score of Fingerprint and Online Handwritten Signature

T Hafs, H Zehir, A Hafs, A Nait-Ali - Applied Computer Systems, 2023 - sciendo.com
Multimodal biometrics is the technique of using multiple modalities on a single system. This
allows us to overcome the limitations of unimodal systems, such as the inability to acquire …