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 …

Comprehensive review on facemask detection techniques in the context of covid-19

A Nowrin, S Afroz, MS Rahman, I Mahmud… - IEEE access, 2021 - ieeexplore.ieee.org
The outbreak of Coronavirus Disease 2019 (Covid-19) had an enormous impact on
humanity. Till May 2021, almost 172 million people have been affected globally due to the …

[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 …

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 …

A real time face mask detection system using convolutional neural network

H Goyal, K Sidana, C Singh, A Jain, S Jindal - Multimedia Tools and …, 2022 - Springer
In current times, after the rapid expansion and spread of the COVID-19 outbreak globally,
people have experienced severe disruption to their daily lives. One idea to manage the …

IoT and deep learning based approach for rapid screening and face mask detection for infection spread control of COVID-19

S Hussain, Y Yu, M Ayoub, A Khan, R Rehman… - Applied Sciences, 2021 - mdpi.com
The spread of COVID-19 has been taken on pandemic magnitudes and has already spread
over 200 countries in a few months. In this time of emergency of COVID-19, especially when …

[HTML][HTML] Facial recognition system for people with and without face mask in times of the covid-19 pandemic

JS Talahua, J Buele, P Calvopiña, J Varela-Aldás - Sustainability, 2021 - mdpi.com
In the face of the COVID-19 pandemic, the World Health Organization (WHO) declared the
use of a face mask as a mandatory biosafety measure. This has caused problems in current …

Deep learning-based face mask detection using yolov5

J Ieamsaard, SN Charoensook… - 2021 9th International …, 2021 - ieeexplore.ieee.org
Ongoing Corona virus disease 2019 (Covid19) pandemic, face mask wearing in public
could reduce number of COVID-19 infected by minimizing the release of respiratory droplet …

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 …

CNN-based bi-directional and directional long-short term memory network for determination of face mask

M Koklu, I Cinar, YS Taspinar - Biomedical signal processing and control, 2022 - Elsevier
Context The COVID-19 virus, exactly like in numerous other diseases, can be contaminated
from person to person by inhalation. In order to prevent the spread of this virus, which led to …