Masked face recognition using deep learning: A review

A Alzu'bi, F Albalas, T Al-Hadhrami, LB Younis… - Electronics, 2021 - mdpi.com
A large number of intelligent models for masked face recognition (MFR) has been recently
presented and applied in various fields, such as masked face tracking for people safety or …

Biometrics in the era of COVID-19: challenges and opportunities

M Gomez-Barrero, P Drozdowski… - … on Technology and …, 2022 - ieeexplore.ieee.org
Since early 2020, the COVID-19 pandemic has had a considerable impact on many aspects
of daily life. A range of different measures have been implemented worldwide to reduce the …

Self-restrained triplet loss for accurate masked face recognition

F Boutros, N Damer, F Kirchbuchner, A Kuijper - Pattern Recognition, 2022 - Elsevier
Using the face as a biometric identity trait is motivated by the contactless nature of the
capture process and the high accuracy of the recognition algorithms. After the current COVID …

Hybrid transfer learning and broad learning system for wearing mask detection in the COVID-19 era

B Wang, Y Zhao, CLP Chen - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In the era of Corona Virus Disease 2019 (COVID-19), wearing a mask can effectively protect
people from infection risk and largely decrease the spread in public places, such as …

How to correctly detect face-masks for covid-19 from visual information?

B Batagelj, P Peer, V Štruc, S Dobrišek - Applied Sciences, 2021 - mdpi.com
The new Coronavirus disease (COVID-19) has seriously affected the world. By the end of
November 2020, the global number of new coronavirus cases had already exceeded 60 …

MFR 2021: Masked face recognition competition

F Boutros, N Damer, JN Kolf, K Raja… - … joint conference on …, 2021 - ieeexplore.ieee.org
This paper presents a summary of the Masked Face Recognition Competitions (MFR) held
within the 2021 International Joint Conference on Biometrics (IJCB 2021). The competition …

Boosting masked face recognition with multi-task arcface

D Montero, M Nieto, P Leskovsky… - 2022 16th International …, 2022 - ieeexplore.ieee.org
In this article, we tackle the recognition of faces wearing surgical masks. Surgical masks
have become a necessary piece of daily apparel because of the COVID-19-related …

MFCosface: a masked-face recognition algorithm based on large margin cosine loss

H Deng, Z Feng, G Qian, X Lv, H Li, G Li - Applied sciences, 2021 - mdpi.com
The world today is being hit by COVID-19. As opposed to fingerprints and ID cards, facial
recognition technology can effectively prevent the spread of viruses in public places …

Real masks and spoof faces: On the masked face presentation attack detection

M Fang, N Damer, F Kirchbuchner, A Kuijper - Pattern Recognition, 2022 - Elsevier
Face masks have become one of the main methods for reducing the transmission of COVID-
19. This makes face recognition (FR) a challenging task because masks hide several …

Focusface: Multi-task contrastive learning for masked face recognition

PC Neto, F Boutros, JR Pinto, N Damer… - 2021 16th IEEE …, 2021 - ieeexplore.ieee.org
SARS-CoV-2 has presented direct and indirect challenges to the scientific community. One
of the most prominent indirect challenges advents from the mandatory use of face masks in a …