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 …

Deep transfer learning for the recognition of types of face masks as a core measure to prevent the transmission of COVID-19

R Mar-Cupido, V García, G Rivera, JS Sánchez - Applied Soft Computing, 2022 - Elsevier
The use of face masks in public places has emerged as one of the most effective non-
pharmaceutical measures to lower the spread of COVID-19 infection. This has led to the …

Real-time face mask position recognition system based on MobileNet model

MH Rahman, MKA Jannat, MS Islam, G Grossi… - Smart health, 2023 - Elsevier
COVID-19 is a highly contagious disease that was first identified in 2019, and has since
taken more than six million lives world wide till date, while also causing considerable …

Detecting face mask for prevent COVID-19 using deep learning: A novel approach

S Hanumanthakari, SK Panda - … of Fifth International Conference on Smart …, 2022 - Springer
The recent times we have seen that not taking proper measures like wearing mask or
sanitization is the leading cause of the spread of “COVID-19”. Despite so many rules and …

Real-time face mask detection to ensure COVID-19 precautionary measures in the developing countries

H Farman, T Khan, Z Khan, S Habib, M Islam… - Applied Sciences, 2022 - mdpi.com
Recently, the rapid transmission of Coronavirus 2019 (COVID-19) is causing a significant
health crisis worldwide. The World Health Organization (WHO) issued several guidelines for …

Hybrid CNN-SVM model for face mask detector to protect from COVID-19

C Agarwal, I Kaur, S Yadav - … Intelligence on Medical Data: Proceedings of …, 2022 - Springer
Abstract The 2019 coronavirus outbreak (COVID-19) has had a huge impact on humanity.
By May 2021, nearly, 172 million people worldwide were affected by the infectious spread of …

Real time face mask detection system using transfer learning with machine learning method in the era of COVID-19 pandemic

S Asif, Y Wenhui, Y Tao, S Jinhai… - 2021 4th International …, 2021 - ieeexplore.ieee.org
The rapid development of computer vision has attracted more attention to the global
epidemic Covid-19 to enable human-computer interaction and improve public health …

Real-time face mask identification using facemasknet deep learning network

M Inamdar, N Mehendale - Available at SSRN 3663305, 2020 - papers.ssrn.com
The COVID-19 pandemic is devastating mankind irrespective of caste, creed, gender, and
religion. Until a vaccine is discovered, we should do our bit to constrain the expanse of the …

Screening medical face mask for coronavirus prevention using deep learning and AutoML

O El Gannour, B Cherradi, S Hamida… - … research in applied …, 2022 - ieeexplore.ieee.org
In the last two years, the COVID-19 pandemic causes a global health crisis around the
world. On the other hand, given the current shortage and limits of medical resources, the …

Face mask detection using deep learning during covid-19

S Taneja, A Nayyar, P Nagrath - Proceedings of Second International …, 2021 - Springer
With the onset of the COVID-19 pandemic, the entire world is in chaos and is talking about
novel ways to prevent virus spread. People around the world are wearing masks as a …