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Computer vision techniques in construction: a critical review
Computer vision has been gaining interest in a wide range of research areas in recent
years, from medical to industrial robotics. The architecture, engineering and construction …
years, from medical to industrial robotics. The architecture, engineering and construction …
A scientometric analysis and critical review of computer vision applications for construction
Practical interest in 'computer vision'has risen remarkably over the last 20 years,
transforming the current state of construction-related research and attracting the worldwide …
transforming the current state of construction-related research and attracting the worldwide …
Deep learning for site safety: Real-time detection of personal protective equipment
The leading causes of construction fatalities include traumatic brain injuries (resulted from
fall and electrocution) and collisions (resulted from struck by objects). As a preventive step …
fall and electrocution) and collisions (resulted from struck by objects). As a preventive step …
Construction 4.0
With the pervasive use of Building Information Modelling (BIM), lean principles, digital
technologies, and offsite construction, the industry is at the cusp of this transformation. The …
technologies, and offsite construction, the industry is at the cusp of this transformation. The …
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 …
Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach
W Fang, L Ding, B Zhong, PED Love, H Luo - Advanced Engineering …, 2018 - Elsevier
Detecting the presence of workers, plant, equipment, and materials (ie objects) on sites to
improve safety and productivity has formed an integral part of computer vision-based …
improve safety and productivity has formed an integral part of computer vision-based …
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 …
Computer vision techniques for construction safety and health monitoring
For construction safety and health, continuous monitoring of unsafe conditions and action is
essential in order to eliminate potential hazards in a timely manner. As a robust and …
essential in order to eliminate potential hazards in a timely manner. As a robust and …
Transfer learning and deep convolutional neural networks for safety guardrail detection in 2D images
Safety has been a concern for the construction industry for decades. Unsafe conditions and
behaviors are considered as the major causes of construction accidents. The current safety …
behaviors are considered as the major causes of construction accidents. The current safety …
Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology
Hazards potentially affect the safety of people on construction sites include falls from heights
(FFH), trench and scaffold collapse, electric shock and arc flash/arc blast, and failure to use …
(FFH), trench and scaffold collapse, electric shock and arc flash/arc blast, and failure to use …