Computer vision technologies for safety science and management in construction: A critical review and future research directions
Recent years have seen growing interests in developing and applying computer vision
technologies to solve safety problems in the construction industry. Despite the technological …
technologies to solve safety problems in the construction industry. Despite the technological …
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 …
Vision-based method for tracking workers by integrating deep learning instance segmentation in off-site construction
B Xiao, H Xiao, J Wang, Y Chen - Automation in Construction, 2022 - Elsevier
Vision-based tracking of construction workers is the fundamental step for many automated
applications in off-site construction. This research proposes a vision-based method for …
applications in off-site construction. This research proposes a vision-based method for …
[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 …
Vision-based method integrating deep learning detection for tracking multiple construction machines
Tracking construction machines in videos is a fundamental step in the automated
surveillance of construction productivity, safety, and project progress. However, existing …
surveillance of construction productivity, safety, and project progress. However, existing …
Ethics of artificial intelligence and robotics in the architecture, engineering, and construction industry
Artificial intelligence (AI) and robotics research and implementation emerged in the
architecture, engineering, and construction (AEC) industry to positively impact project …
architecture, engineering, and construction (AEC) industry to positively impact project …
Vision-based excavator pose estimation using synthetically generated datasets with domain randomization
The ability to monitor and track the interactions between construction equipment and
workers can lead to creating a safer and more productive work environment. Most recent …
workers can lead to creating a safer and more productive work environment. Most recent …
Vision-based construction worker activity analysis informed by body posture
Activity analysis of construction resources is generally performed by manually observing
construction operations either in person or through recorded videos. It is thus prone to …
construction operations either in person or through recorded videos. It is thus prone to …
Automated sewer pipe defect tracking in CCTV videos based on defect detection and metric learning
Computer vision techniques are widely studied for automating the interpretation of sewer
pipe inspection videos, yet previous studies mainly focus on defect detection and …
pipe inspection videos, yet previous studies mainly focus on defect detection and …
Tracking multiple construction workers through deep learning and the gradient based method with re-matching based on multi-object tracking accuracy
O Angah, AY Chen - Automation in Construction, 2020 - Elsevier
Multiple construction worker tracking is an active research area critical to the planning of the
job site. Challenges in multiple construction worker tracking include miss detection and …
job site. Challenges in multiple construction worker tracking include miss detection and …