Computer vision techniques in construction: a critical review

S Xu, J Wang, W Shou, T Ngo, AM Sadick… - … Methods in Engineering, 2021 - Springer
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 …

A scientometric analysis and critical review of computer vision applications for construction

P Martinez, M Al-Hussein, R Ahmad - Automation in Construction, 2019 - Elsevier
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 …

Deep learning for site safety: Real-time detection of personal protective equipment

ND Nath, AH Behzadan, SG Paal - Automation in construction, 2020 - Elsevier
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 …

Construction 4.0

A Sawhney, M Riley, J Irizarry… - Sawhney, A., Riley, M …, 2020 - api.taylorfrancis.com
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 …

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 …

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 …

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 …

Computer vision techniques for construction safety and health monitoring

JO Seo, SU Han, SH Lee, H Kim - Advanced Engineering Informatics, 2015 - Elsevier
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 …

Transfer learning and deep convolutional neural networks for safety guardrail detection in 2D images

Z Kolar, H Chen, X Luo - Automation in Construction, 2018 - Elsevier
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 …

Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology

W Fang, L Ma, PED Love, H Luo, L Ding… - Automation in …, 2020 - Elsevier
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 …