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Computer vision applications in construction: Current state, opportunities & challenges
Thousands of images and videos are collected from construction projects during
construction. These contain valuable data that, if harnessed efficiently, can help automate or …
construction. These contain valuable data that, if harnessed efficiently, can help automate or …
Human–robot collaboration in construction: Classification and research trends
Construction robots continue to be increasingly deployed on construction sites to assist
human workers in various tasks to improve safety, efficiency, and productivity. Due to the …
human workers in various tasks to improve safety, efficiency, and productivity. Due to the …
Falls from heights: A computer vision-based approach for safety harness detection
W Fang, L Ding, H Luo, PED Love - Automation in construction, 2018 - Elsevier
Falls from heights (FFH) are major contributors of injuries and deaths in construction. Yet,
despite workers being made aware of the dangers associated with not wearing a safety …
despite workers being made aware of the dangers associated with not wearing a safety …
A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
L Ding, W Fang, H Luo, PED Love, B Zhong… - Automation in …, 2018 - Elsevier
Computer vision and pattern recognition approaches have been applied to determine
unsafe behaviors on construction sites. Such approaches have been reliant on the …
unsafe behaviors on construction sites. Such approaches have been reliant on the …
Applications of wireless sensor networks to improve occupational safety and health in underground mines
Introduction: The very complex and hazardous environment of underground mines may
significantly contribute to occupational fatalities and injuries. Deploying wireless sensor …
significantly contribute to occupational fatalities and injuries. Deploying wireless sensor …
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 …
Ergonomic risk assessment based on computer vision and machine learning
M MassirisFernández, JÁ Fernández, JM Bajo… - Computers & Industrial …, 2020 - Elsevier
We develop a novel method that performs accurate ergonomic risk assessment,
automatically computing Rapid Upper Limb Assessment (RULA) scores from snapshots or …
automatically computing Rapid Upper Limb Assessment (RULA) scores from snapshots or …
Digital technology enhanced situation awareness for construction safety: Systematic review and future research directions
The dynamics of construction processes pose significant challenges for workers to perceive,
understand, and anticipate hazards on sites. Maintaining an adequate level of situation …
understand, and anticipate hazards on sites. Maintaining an adequate level of situation …
An experimental study of real-time identification of construction workers' unsafe behaviors
Construction workers' unsafe behavior is one of the main reasons leading to construction
accidents. However, the existing management approach to unsafe behaviors, eg Behavior …
accidents. However, the existing management approach to unsafe behaviors, eg Behavior …
Applying sensor-based technology to improve construction safety management
M Zhang, T Cao, X Zhao - Sensors, 2017 - mdpi.com
Construction sites are dynamic and complicated systems. The movement and interaction of
people, goods and energy make construction safety management extremely difficult. Due to …
people, goods and energy make construction safety management extremely difficult. Due to …