A novel detection framework about conditions of wearing face mask for helping control the spread of COVID-19

J Zhang, F Han, Y Chun, W Chen - Ieee Access, 2021 - ieeexplore.ieee.org
Properly wearing a face mask has become an effective way to limit the COVID-19
transmission. In this work, we target at detecting the fine-grained wearing state of face mask …

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 …

FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public

P Wu, H Li, N Zeng, F Li - Image and vision computing, 2022 - Elsevier
Abstract Coronavirus disease 2019 (COVID-19) is a world-wide epidemic and efficient
prevention and control of this disease has become the focus of global scientific communities …

Retinamask: A face mask detector

M Jiang, X Fan - 2020 - europepmc.org
Coronavirus disease 2019 has affected the world seriously, because people cannot work as
usual in case of infection. One of the effective protection methods for human beings is to …

RetinaFaceMask: A single stage face mask detector for assisting control of the COVID-19 pandemic

X Fan, M Jiang - … international conference on systems, man, and …, 2021 - ieeexplore.ieee.org
Coronavirus 2019 has made a significant impact on the world. One effective strategy to
prevent infection for people is to wear masks in public places. Certain public service …

Real-time face mask detection method based on YOLOv3

X Jiang, T Gao, Z Zhu, Y Zhao - Electronics, 2021 - mdpi.com
The rapid outbreak of COVID-19 has caused serious harm and infected tens of millions of
people worldwide. Since there is no specific treatment, wearing masks has become an …

[HTML][HTML] Face mask detection using deep learning: An approach to reduce risk of Coronavirus spread

S Sethi, M Kathuria, T Kaushik - Journal of biomedical informatics, 2021 - Elsevier
Effective strategies to restrain COVID-19 pandemic need high attention to mitigate
negatively impacted communal health and global economy, with the brim-full horizon yet to …

SMD-YOLO: An efficient and lightweight detection method for mask wearing status during the COVID-19 pandemic

Z Han, H Huang, Q Fan, Y Li, Y Li, X Chen - Computer methods and …, 2022 - Elsevier
Abstract Background and Objective At present, the COVID-19 epidemic is still spreading
worldwide and wearing a mask in public areas is an effective way to prevent the spread of …

A deep learning based light-weight face mask detector with residual context attention and Gaussian heatmap to fight against COVID-19

X Fan, M Jiang, H Yan - Ieee Access, 2021 - ieeexplore.ieee.org
Coronavirus disease 2019 has seriously affected the world. One major protective measure
for individuals is to wear masks in public areas. Several regions applied a compulsory mask …

Face mask detection and classification via deep transfer learning

X Su, M Gao, J Ren, Y Li, M Dong, X Liu - Multimedia Tools and …, 2022 - Springer
Wearing a mask is an important way of preventing COVID-19 transmission and infection.
German researchers found that wearing masks can effectively reduce the infection rate of …