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 …

Deep feature fusion of fingerprint and online signature for multimodal biometrics

M Leghari, S Memon, LD Dhomeja, AH Jalbani… - Computers, 2021 - mdpi.com
The extensive research in the field of multimodal biometrics by the research community and
the advent of modern technology has compelled the use of multimodal biometrics in real life …

Deep learning for finger-knuckle-print identification system based on PCANet and SVM classifier

R Chlaoua, A Meraoumia, KE Aiadi, M Korichi - Evolving Systems, 2019 - Springer
Biometric technology knows a large attention in the recent years. In the biometric security
systems, the personal identity recognition depends on their behavioral, biological or …

System for multimodal biometric recognition based on finger knuckle and finger vein using feature‐level fusion and k‐support vector machine classifier

S Veluchamy, LR Karlmarx - IET Biometrics, 2017 - Wiley Online Library
In this study, the authors propose a multimodal biometric system by combining the finger
knuckle and finger vein images at feature‐level fusion using fractional firefly (FFF) …

A dataset and benchmark for multimodal biometric recognition based on fingerprint and finger vein

H Ren, L Sun, J Guo, C Han - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Compared with single biometric recognition, multimodal biometric recognition based on
fingerprint and finger vein has been widely considered because of its convenient sample …

Efficient multimodal biometric recognition for secure authentication based on deep learning approach

V Rajasekar, M Saracevic, M Hassaballah… - … Journal on Artificial …, 2023 - World Scientific
Biometric identification technology has become increasingly common in our daily lives as
the requirement for information protection and control legislation has grown around the …

Deep learning approach for multimodal biometric recognition system based on fusion of iris, face, and finger vein traits

N Alay, HH Al-Baity - Sensors, 2020 - mdpi.com
With the increasing demand for information security and security regulations all over the
world, biometric recognition technology has been widely used in our everyday life. In this …

[PDF][PDF] A deep learning-based multimodal biometric system using score fusion

C Medjahed, A Rahmoun, C Charrier… - IAES Int. J. Artif …, 2022 - academia.edu
Recent trends in artificial intelligence tools-based biometrics have overwhelming attention to
security matters. The hybrid approaches are motivated by the fact that they combine mutual …

Convolutional neural network approach based on multimodal biometric system with fusion of face and finger vein features

Y Wang, D Shi, W Zhou - Sensors, 2022 - mdpi.com
In today's information age, how to accurately identify a person's identity and protect
information security has become a hot topic of people from all walks of life. At present, a …

Convolutional neural network with improved feature ranking for robust multi-modal biometric system

A Gona, M Subramoniam - Computers and Electrical Engineering, 2022 - Elsevier
In recent years biometric identification and verification of human beings based on their
physiological or behavioral characteristics have become a trend in security applications. The …