3D point cloud data processing with machine learning for construction and infrastructure applications: A comprehensive review

K Mirzaei, M Arashpour, E Asadi, H Masoumi… - Advanced Engineering …, 2022 - Elsevier
Point clouds are increasingly being used to improve productivity, quality, and safety
throughout the life cycle of construction and infrastructure projects. While applicable for …

Applications of 3D point cloud data in the construction industry: A fifteen-year review from 2004 to 2018

Q Wang, MK Kim - Advanced engineering informatics, 2019 - Elsevier
Abstract 3D point cloud data obtained from laser scans, images, and videos are able to
provide accurate and fast records of the 3D geometries of construction-related objects. Thus …

[HTML][HTML] LiDAR-based structural health monitoring: Applications in civil infrastructure systems

E Kaartinen, K Dunphy, A Sadhu - Sensors, 2022 - mdpi.com
As innovative technologies emerge, extensive research has been undertaken to develop
new structural health monitoring procedures. The current methods, involving on-site visual …

Toward digitalization in the construction industry with immersive and drones technologies: a critical literature review

F Elghaish, S Matarneh, S Talebi… - Smart and Sustainable …, 2021 - emerald.com
Purpose In this study, a critical literature review was utilized in order to provide a clear
review of the relevant existing studies. The literature was analyzed using the meta-synthesis …

Computational methods of acquisition and processing of 3D point cloud data for construction applications

Q Wang, Y Tan, Z Mei - Archives of computational methods in engineering, 2020 - Springer
Abstract 3D point cloud data from sensing technologies such as 3D laser scanning and
photogrammetry are able to capture the 3D surface geometries of target objects in an …

Image-based technologies for constructing as-is building information models for existing buildings

Q Lu, S Lee - Journal of Computing in Civil Engineering, 2017 - ascelibrary.org
Building information models (BIMs) have proven to be data-rich, object-oriented, intelligent,
and parametric digital representations of buildings to support diverse activities throughout …

Automated extraction of structural elements in steel girder bridges from laser point clouds

Y Yan, JF Hajjar - Automation in Construction, 2021 - Elsevier
This study proposes a heuristic-based method to automate the semantic segmentation of
laser point clouds collected from steel girder bridges and thus to facilitate the applications of …

Non-contact sensing based geometric quality assessment of buildings and civil structures: A review

MK Kim, Q Wang, H Li - Automation in Construction, 2019 - Elsevier
Geometric quality assessment (QA) of buildings and civil structures is an essential process
in a construction project. Timely geometric QA is able to prevent construction delays and …

[HTML][HTML] Improving tolerance control on modular construction project with 3D laser scanning and BIM: A case study of removable floodwall project

H Li, C Zhang, S Song, S Demirkesen, R Chang - Applied Sciences, 2020 - mdpi.com
Quality control is essential to a successful modular construction project and should be
enhanced throughout the project from design to construction and installation. The current …

Origins and probabilities of MEP and structural design clashes within a federated BIM model

EA Pärn, DJ Edwards, MCP Sing - Automation in Construction, 2018 - Elsevier
Abstract 'Design clashes' encountered during the development of a large multi-storey
educational building, awarded under a Joint Contracts Tribunal (JCT) Design and Build …