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A critical review of vision-based occupational health and safety monitoring of construction site workers
M Zhang, R Shi, Z Yang - Safety science, 2020 - Elsevier
Globally, the occupational health and safety (OHS) of construction workers has long been a
serious concern. To address this issue, there is an urgent need for an efficient means to …
serious concern. To address this issue, there is an urgent need for an efficient means to …
YOLO-PL: Helmet wearing detection algorithm based on improved YOLOv4
H Li, D Wu, W Zhang, C **ao - Digital Signal Processing, 2024 - Elsevier
Workplace safety accidents are a pervasive issue worldwide. According to the National Work
Safety Supervision Administration, a striking 67.95% of construction accidents occur due to …
Safety Supervision Administration, a striking 67.95% of construction accidents occur due to …
Safety helmet detection based on YOLOv5
F Zhou, H Zhao, Z Nie - 2021 IEEE International conference on …, 2021 - ieeexplore.ieee.org
As the most basic protection for workers, safety helmets have great significance to workers'
lives. However, due to a lack of safety awareness, safety helmets are often not worn. With …
lives. However, due to a lack of safety awareness, safety helmets are often not worn. With …
Detecting non-hardhat-use by a deep learning method from far-field surveillance videos
Hardhats are an important safety measure used to protect construction workers from
accidents. However, accidents caused in ignorance of wearing hardhats still occur. In order …
accidents. However, accidents caused in ignorance of wearing hardhats still occur. In order …
Automatic detection of hardhats worn by construction personnel: A deep learning approach and benchmark dataset
J Wu, N Cai, W Chen, H Wang, G Wang - Automation in construction, 2019 - Elsevier
Hardhats play an essential role in protecting construction individuals from accidents.
However, wearing hardhats is not strictly enforced among workers due to all kinds of …
However, wearing hardhats is not strictly enforced among workers due to all kinds of …
Detection algorithm of safety helmet wearing based on deep learning
L Huang, Q Fu, M He, D Jiang… - … and Computation: Practice …, 2021 - Wiley Online Library
In the production and construction of industry, safety accidents caused by unsafe behaviors
of staff often occur. In a complex construction site scene, due to improper operations by …
of staff often occur. In a complex construction site scene, due to improper operations by …
[HTML][HTML] Deep learning-based automatic safety helmet detection system for construction safety
Worker safety at construction sites is a growing concern for many construction industries.
Wearing safety helmets can reduce injuries to workers at construction sites, but due to …
Wearing safety helmets can reduce injuries to workers at construction sites, but due to …
[HTML][HTML] Fast personal protective equipment detection for real construction sites using deep learning approaches
The existing deep learning-based Personal Protective Equipment (PPE) detectors can only
detect limited types of PPE and their performance needs to be improved, particularly for their …
detect limited types of PPE and their performance needs to be improved, particularly for their …
Safety helmet detection based on improved YOLOv8
B Lin - IEEE Access, 2024 - ieeexplore.ieee.org
Wearing safety helmets can effectively reduce the risk of head injuries for construction
workers in high-altitude falls. In order to address the low detection accuracy of existing safety …
workers in high-altitude falls. In order to address the low detection accuracy of existing safety …
[HTML][HTML] Vision-based monitoring of site safety compliance based on worker re-identification and personal protective equipment classification
Construction sites are highly hazardous due to the dynamic interaction between workers
and moving equipment, with high fatality rates caused by collision and falling from height …
and moving equipment, with high fatality rates caused by collision and falling from height …