[HTML][HTML] Sequence-wise multimodal biometric fingerprint and finger-vein recognition network (STMFPFV-Net)

SB Abdullahi, ZA Bature, P Chophuk… - Intelligent Systems with …, 2023 - Elsevier
The existing multimodal biometric fingerprint and vein deep learning features were found
effective for biometric recognition. However, the current performance of the deep learning …

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 …

[HTML][HTML] Finger vein and inner knuckle print recognition based on multilevel feature fusion network

L Jiang, X Liu, H Wang, D Zhao - Applied Sciences, 2022 - mdpi.com
Multimodal biometric recognition involves two critical issues: feature representation and
multimodal fusion. Traditional feature representation requires complex image preprocessing …

Feature-level fusion of fingerprint and finger-vein for personal identification

J Yang, X Zhang - Pattern Recognition Letters, 2012 - Elsevier
Multimodal biometrics based on feature-level fusion is a significant topic in personal
identification research community. In this paper, a new fingerprint-vein based biometric …

Multimodal finger recognition based on asymmetric networks with fused similarity

Y Huang, H Ma, M Wang - IEEE Access, 2023 - ieeexplore.ieee.org
Multimodal biometric system has received increasing interest as it offers a more secure and
accurate authentication solution than unimodal systems. However, existing biometric fusion …

[HTML][HTML] 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 …

[HTML][HTML] 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 …

Local discriminant coding based convolutional feature representation for multimodal finger recognition

S Li, B Zhang, S Zhao, J Yang - Information Sciences, 2021 - Elsevier
Compared with unimodal biometrics systems, multimodal systems can effectively improve
the recognition performance in accuracy and security. However, exploring a robust feature …

[PDF][PDF] Multimodal biometrics of fingerprint and signature recognition using multi-level feature fusion and deep learning techniques

AB Channegowda, HN Prakash - Indones. J. Electr. Eng. Comput …, 2021 - academia.edu
Providing security in biometrics is the major challenging task in the current situation. A lot of
research work is going on in this area. Security can be more tightened by using complex …

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 …