Multimodal biometric authentication based on deep fusion of electrocardiogram (ECG) and finger vein

BA El-Rahiem, FEA El-Samie, M Amin - Multimedia Systems, 2022 - Springer
Biometric identification depends on the statistical analysis of the unique physical and
behavioral characteristics of individuals. However, a unimodal biometric system is …

Parallel score fusion of ECG and fingerprint for human authentication based on convolution neural network

M Hammad, K Wang - Computers & Security, 2019 - Elsevier
Biometrics have been extensively used in the past decades in various security systems and
have been deployed around the world. However, all unimodal biometrics have their own …

Multimodal biometric authentication systems using convolution neural network based on different level fusion of ECG and fingerprint

M Hammad, Y Liu, K Wang - Ieee Access, 2018 - ieeexplore.ieee.org
A multimodal biometric system integrates information from more than one biometric modality
to improve the performance of each individual biometric system and make the system robust …

Enhanced multimodal biometric recognition systems based on deep learning and traditional methods in smart environments

S A. El_Rahman, AS Alluhaidan - Plos one, 2024 - journals.plos.org
In the field of data security, biometric security is a significant emerging concern. The
multimodal biometrics system with enhanced accuracy and detection rate for smart …

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 …

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 …

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 …

Human identification using finger vein and ECG signals

K Su, G Yang, B Wu, L Yang, D Li, P Su, Y Yin - Neurocomputing, 2019 - Elsevier
Biometric human identification refers to the automated recognition of individuals based on
their biological or behavioral characteristics. Finger vein recognition and electrocardiogram …

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 …

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 …