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 …

A survey on masked facial detection methods and datasets for fighting against COVID-19

B Wang, J Zheng, CLP Chen - IEEE Transactions on Artificial …, 2021 - ieeexplore.ieee.org
Coronavirus disease 2019 (COVID-19) continues to pose a great challenge to the world
since its outbreak. To fight against the disease, a series of artificial intelligence (AI) …

[HTML][HTML] A novel DeepMaskNet model for face mask detection and masked facial recognition

N Ullah, A Javed, MA Ghazanfar, A Alsufyani… - Journal of King Saud …, 2022 - Elsevier
Abstract Coronavirus disease (COVID-19) has significantly affected the daily life activities of
people globally. To prevent the spread of COVID-19, the World Health Organization has …

Face mask detection on photo and real-time video images using Caffe-MobileNetV2 transfer learning

BA Kumar, M Bansal - Applied Sciences, 2023 - mdpi.com
Face detection systems have generally been used primarily for non-masked faces, which
include relevant facial characteristics such as the ears, chin, lips, nose, and eyes. Masks are …

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 …

Webface260M: A benchmark for million-scale deep face recognition

Z Zhu, G Huang, J Deng, Y Ye, J Huang… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
Face benchmarks empower the research community to train and evaluate high-performance
face recognition systems. In this paper, we contribute a new million-scale recognition …

Face forgery detection by 3d decomposition and composition search

X Zhu, H Fei, B Zhang, T Zhang… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Detecting digital face manipulation has attracted extensive attention due to fake media's
potential risks to the public. However, recent advances have been able to reduce the forgery …

VGG16-random Fourier hybrid model for masked face recognition

OK Sikha, B Bharath - Soft Computing, 2022 - Springer
With the recent COVID-19 pandemic, wearing masks has become a necessity in our daily
lives. People are encouraged to wear masks to protect themselves from the outside world …

Masked face recognition challenge: The webface260m track report

Z Zhu, G Huang, J Deng, Y Ye, J Huang… - arXiv preprint arXiv …, 2021 - arxiv.org
According to WHO statistics, there are more than 204,617,027 confirmed COVID-19 cases
including 4,323,247 deaths worldwide till August 12, 2021. During the coronavirus epidemic …

Mlfw: A database for face recognition on masked faces

C Wang, H Fang, Y Zhong, W Deng - Chinese Conference on Biometric …, 2022 - Springer
As more and more people begin to wear masks due to current COVID-19 pandemic, existing
face recognition systems may encounter severe performance degradation when recognizing …