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 …

A survey on computer vision based human analysis in the COVID-19 era

FI Eyiokur, A Kantarcı, ME Erakın, N Damer… - Image and Vision …, 2023 - Elsevier
The emergence of COVID-19 has had a global and profound impact, not only on society as a
whole, but also on the lives of individuals. Various prevention measures were introduced …

A masked-face detection algorithm based on M-EIOU loss and improved ConvNeXt

W Zeng, J Huang, S Wen, Z Fu - Expert Systems with Applications, 2023 - Elsevier
Feature extraction networks play a crucial role in classification algorithms. However, most
convolutional neural networks use the form of residual block stacking to extract downstream …

Automatic Medical Face Mask Recognition for COVID-19 Mitigation: Utilizing YOLO V5 Object Detection.

C Dewi, HJ Christanto - Revue d'Intelligence Artificielle, 2023 - search.ebscohost.com
The ongoing COVID-19 pandemic has significantly affected global public health,
necessitating protective measures such as wearing face masks to reduce the spread of the …

Modeling the choice of an online course for information hygiene skills using the saaty method

Y Rudenko, K Ahadzhanov-Honsales… - … Automatyka, Pomiary W …, 2024 - ph.pollub.pl
The development of IT has led to the emergence of digital educational platforms that offer a
variety of training courses. Among such courses are information hygiene courses relevant …

Deep Learning-Based Face Mask Recognition System with YOLOv8

C Dewi, D Manongga, E Mailoa - 2024 16th International …, 2024 - ieeexplore.ieee.org
A system for recognizing face masks is a technological solution that employs computer
vision and machine learning methodologies to detect and ascertain the presence or …

Performance evaluation for face mask detection based on mult modification of yolov8 architecture

ALS Muna, FM Ramo - … , Automatyka, Pomiary w Gospodarce i Ochronie …, 2024 - ph.pollub.pl
This work aims to engineer a robust system capable of real-time detection, accurately
discerning individuals who are either adhering to or neglecting face mask mandates, across …

Analysis of Fine-Grained Counting Methods for Masked Face Counting: A Comparative Study

KD Nguyen, HH Nguyen, TN Le, J Yamagishi… - IEEE …, 2024 - ieeexplore.ieee.org
Masked face counting is the counting of faces at various crowd densities and discriminating
between masked and unmasked faces, which is generally considered to be an object (ie …

[HTML][HTML] A Review on Face Mask Recognition

J Zhang, D An, Y Zhang, X Wang… - Sensors (Basel …, 2025 - pmc.ncbi.nlm.nih.gov
This review offers a comprehensive and in-depth analysis of face mask detection and
recognition technologies, emphasizing their critical role in both public health and …

UPM-GTI-Face: A dataset for the evaluation of the impact of distance and masks in face detection and recognition systems

M Rodrigo, E González-Sosa… - 2022 18th IEEE …, 2022 - ieeexplore.ieee.org
We present a novel dataset for the evaluation of face detection and recognition algorithms in
challenging surveillance scenarios. The dataset consists in 4K images of different subjects …