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 …

Face mask detection in smart cities using deep and transfer learning: Lessons learned from the COVID-19 pandemic

Y Himeur, S Al-Maadeed, I Varlamis, N Al-Maadeed… - Systems, 2023 - mdpi.com
After different consecutive waves, the pandemic phase of Coronavirus disease 2019 does
not look to be ending soon for most countries across the world. To slow the spread of the …

Face mask detection using transfer learning of inceptionv3

G Jignesh Chowdary, NS Punn, SK Sonbhadra… - Big Data Analytics: 8th …, 2020 - Springer
The world is facing a huge health crisis due to the rapid transmission of coronavirus (COVID-
19). Several guidelines were issued by the World Health Organization (WHO) for protection …

Multi-stage CNN architecture for face mask detection

A Chavda, J Dsouza, S Badgujar… - 2021 6th International …, 2021 - ieeexplore.ieee.org
Coronavirus Disease 2019 (COVID-19) broke out at the end of 2019, and it's still wreaking
havoc on millions of people's lives and businesses in 2020. There is an upsurge of …

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 …

[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 …

Real-time facemask recognition with alarm system using deep learning

SV Militante, NV Dionisio - 2020 11th IEEE Control and System …, 2020 - ieeexplore.ieee.org
In the background of the COVID-19 pandemic, institutions such as the academy suffer a
great deal from practically closed globally if the current situation is not going to change …

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 …

Face mask detection using MobileNetV2 in the era of COVID-19 pandemic

SA Sanjaya, SA Rakhmawan - 2020 International Conference …, 2020 - ieeexplore.ieee.org
Corona Virus Disease (COVID-19) pandemic is causing a health crisis. One of the effective
methods against the virus is wearing a face mask. This paper introduces face mask …

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 …