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 …

A multi-biometric iris recognition system based on a deep learning approach

AS Al-Waisy, R Qahwaji, S Ipson, S Al-Fahdawi… - Pattern Analysis and …, 2018 - Springer
Multimodal biometric systems have been widely applied in many real-world applications due
to its ability to deal with a number of significant limitations of unimodal biometric systems …

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 …

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 based on convolutional neural network by the fusion of finger-vein and finger shape using near-infrared (NIR) camera sensor

W Kim, JM Song, KR Park - Sensors, 2018 - mdpi.com
Finger-vein recognition, which is one of the conventional biometrics, hinders fake attacks, is
cheaper, and it features a higher level of user-convenience than other biometrics because it …

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 …

A feature-level fusion based improved multimodal biometric recognition system using ear and profile face

PP Sarangi, DR Nayak, M Panda, B Majhi - Journal of Ambient Intelligence …, 2022 - Springer
Ear based identity recognition subject to uncontrolled conditions such as illumination
changes, pose variation, low contrast, partial occlusion and noise, is an active research area …

[PDF][PDF] Synthesis of palm print in feature fusion techniques for multimodal biometric recognition system online signature

T Vijayakumar - Journal of Innovative Image Processing (JIIP), 2021 - researchgate.net
Biometric identification technology is widely utilized in our everyday lives as a result of the
rising need for information security and safety laws throughout the world. In this aspect …

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 …

Feature selection for support vector machine-based face-iris multimodal biometric system

HF Liau, D Isa - Expert Systems with Applications, 2011 - Elsevier
Multimodal biometric can overcome the limitation possessed by single biometric trait and
give better classification accuracy. This paper proposes face-iris multimodal biometric …