[HTML][HTML] The YOLO framework: A comprehensive review of evolution, applications, and benchmarks in object detection

ML Ali, Z Zhang - Computers, 2024 - mdpi.com
This paper provides a comprehensive review of the YOLO (You Only Look Once) framework
up to its latest version, YOLO 11. As a state-of-the-art model for object detection, YOLO has …

Functionalized face masks as smart wearable sensors for multiple sensing

Y Song, X Wang, L Wang, L Qu, X Zhang - ACS sensors, 2024 - ACS Publications
Wearable sensors provide continuous physiological information and measure deviations
from healthy baselines, resulting in the potential to personalize health management and …

Real-time facemask detection for preventing COVID-19 spread using transfer learning based deep neural network

MAS Ai, A Shanmugam, S Muthusamy, C Viswanathan… - Electronics, 2022 - mdpi.com
The COVID-19 pandemic disrupted people's livelihoods and hindered global trade and
transportation. During the COVID-19 pandemic, the World Health Organization mandated …

Personal protective equipment detection: A deep-learning-based sustainable approach

MIB Ahmed, L Saraireh, A Rahman, S Al-Qarawi… - Sustainability, 2023 - mdpi.com
Personal protective equipment (PPE) can increase the safety of the worker for sure by
reducing the probability and severity of injury or fatal incidents at construction, chemical, and …

An integrated and real-time social distancing, mask detection, and facial temperature video measurement system for pandemic monitoring

A Elhanashi, S Saponara, P Dini, Q Zheng… - Journal of Real-Time …, 2023 - Springer
This paper presents a new Edge-AI algorithm for real-time and multi-feature (social
distancing, mask detection, and facial temperature) measurement to minimize the spread of …

[HTML][HTML] Artificial intelligence-based masked face detection: A survey

KM Hosny, NAEF Ibrahim, ER Mohamed… - Intelligent Systems with …, 2024 - Elsevier
The COVID-19 virus is causing a global pandemic. The total number of new coronavirus
cases worldwide by the end of November 2020 had already surpassed 60 million. The …

Machine Learning Techniques and Systems for Mask-Face Detection—Survey and a New OOD-Mask Approach

Y Hu, Y Xu, H Zhuang, Z Weng, Z Lin - Applied Sciences, 2022 - mdpi.com
Mask-face detection has been a significant task since the outbreak of the COVID-19
pandemic in early 2020. While various reviews on mask-face detection techniques up to …

Automatic detection of face mask wearing based on polarization imaging

B Li, Y Li, K Li, Y Fu, M Ouyang, W Jia - Optics Express, 2024 - opg.optica.org
Amidst the global health crisis sparked by the coronavirus pandemic, the proliferation of
respiratory illnesses has captured worldwide attention. An increasing number of individuals …

A Detailed Comparative Analysis of You Only Look Once-Based Architectures for the Detection of Personal Protective Equipment on Construction Sites

A Elesawy, E Mohammed Abdelkader, H Osman - Eng, 2024 - mdpi.com
For practitioners and researchers, construction safety is a major concern. The construction
industry is among the world's most dangerous industries, with a high number of accidents …

Edge detective weights initialization on Darknet-19 model for YOLOv2-based facemask detection

R Ningthoujam, K Pritamdas, LS Singh - Neural Computing and …, 2024 - Springer
The object detection model based on the transfer learning approach comprises feature
extraction and detection layers. YOLOv2 is among the fastest detection algorithms, which …