[HTML][HTML] Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications

SK Baduge, S Thilakarathna, JS Perera… - Automation in …, 2022 - Elsevier
This article presents a state-of-the-art review of the applications of Artificial Intelligence (AI),
Machine Learning (ML), and Deep Learning (DL) in building and construction industry 4.0 in …

Roles of artificial intelligence in construction engineering and management: A critical review and future trends

Y Pan, L Zhang - Automation in Construction, 2021 - Elsevier
With the extensive adoption of artificial intelligence (AI), construction engineering and
management (CEM) is experiencing a rapid digital transformation. Since AI-based solutions …

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 …

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 with digital twin information systems

R Sacks, I Brilakis, E Pikas, HS Xie… - Data-Centric …, 2020 - cambridge.org
The concept of a “digital twin” as a model for data-driven management and control of
physical systems has emerged over the past decade in the domains of manufacturing …

[HTML][HTML] Machine learning in construction: From shallow to deep learning

Y Xu, Y Zhou, P Sekula, L Ding - Developments in the built environment, 2021 - Elsevier
The development of artificial intelligence technology is currently bringing about new
opportunities in construction. Machine learning is a major area of interest within the field of …

Real-time mixed reality-based visual warning for construction workforce safety

S Wu, L Hou, GK Zhang, H Chen - Automation in Construction, 2022 - Elsevier
Spatial locations of personnel, equipment, and materials are constantly changing as
construction projects progress. The dynamic nature of the construction industry affects …

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 …

Challenges, tasks, and opportunities in teleoperation of excavator toward human-in-the-loop construction automation

JS Lee, Y Ham, H Park, J Kim - Automation in Construction, 2022 - Elsevier
Teleoperation stands for operating a system, machine, or robot from a distance.
Teleoperation has been widely adopted as a promising way to enhance worker safety in …

Computer vision applications in construction safety assurance

W Fang, L Ding, PED Love, H Luo, H Li… - Automation in …, 2020 - Elsevier
Advancements in the development of deep learning and computer vision-based approaches
have the potential to provide managers and engineers with the ability to improve the safety …