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 …

[HTML][HTML] Deep learning in the construction industry: A review of present status and future innovations

TD Akinosho, LO Oyedele, M Bilal, AO Ajayi… - Journal of Building …, 2020 - Elsevier
The construction industry is known to be overwhelmed with resource planning, risk
management and logistic challenges which often result in design defects, project delivery …

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 …

Artificial intelligence in the AEC industry: Scientometric analysis and visualization of research activities

A Darko, APC Chan, MA Adabre, DJ Edwards… - Automation in …, 2020 - Elsevier
Abstract The Architecture, Engineering and Construction (AEC) industry is fraught with
complex and difficult problems. Artificial intelligence (AI) represents a powerful tool to assist …

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 …

Integrated applications of building information modeling and artificial intelligence techniques in the AEC/FM industry

F Zhang, APC Chan, A Darko, Z Chen, D Li - Automation in Construction, 2022 - Elsevier
Informatization and automatization are considered mainstream trends in the future
architecture-engineering-construction/facility management (AEC/FM) industry. Building …

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 …

SODA: A large-scale open site object detection dataset for deep learning in construction

R Duan, H Deng, M Tian, Y Deng, J Lin - Automation in Construction, 2022 - Elsevier
Comprehensive image datasets can benefit the construction industry in terms of serving as
the basis for generating deep-learning-based object detection models and testing the …