Computer vision applications in construction: Current state, opportunities & challenges

S Paneru, I Jeelani - Automation in Construction, 2021 - Elsevier
Thousands of images and videos are collected from construction projects during
construction. These contain valuable data that, if harnessed efficiently, can help automate or …

[HTML][HTML] 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 …

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 …

Computer vision for behaviour-based safety in construction: A review and future directions

W Fang, PED Love, H Luo, L Ding - Advanced Engineering Informatics, 2020 - Elsevier
The process of identifying and bringing to the fore people's unsafe behaviour is a core
function of implementing a behaviour-based safety (BBS) program in construction. This can …

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 …

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 …

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 …

A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network

W Fang, B Zhong, N Zhao, PE Love, H Luo… - Advanced Engineering …, 2019 - Elsevier
Structural supports (eg, concrete and steel) provide engineering structures with stability by
transferring loads. During the construction of an engineering structure, individuals are often …

Detecting construction equipment using a region-based fully convolutional network and transfer learning

H Kim, H Kim, YW Hong, H Byun - Journal of computing in Civil …, 2018 - ascelibrary.org
For proper construction site management and plan revisions during construction, it is
necessary to understand a construction site's status in real time. Many vision-based …

Smartphone-based construction workers' activity recognition and classification

R Akhavian, AH Behzadan - Automation in Construction, 2016 - Elsevier
Understanding the state, behavior, and surrounding context of construction workers is
essential to effective project management and control. Exploiting the integrated sensors of …