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 …

Automatic reconstruction of fully volumetric 3D building models from oriented point clouds

S Ochmann, R Vock, R Klein - ISPRS journal of photogrammetry and …, 2019 - Elsevier
We present a novel method for reconstructing parametric, volumetric, multi-story building
models from unstructured, unfiltered indoor point clouds with oriented normals by means of …

A review on 3D spatial data analytics for building information models

YW Zhou, ZZ Hu, JR Lin, JP Zhang - Archives of Computational Methods …, 2020 - Springer
Except for various properties, accurate and intuitive 3D representations of building elements
and spaces are embedded in Building Information Models (BIMs). Thus, better …

Voxel-based 3D point cloud semantic segmentation: Unsupervised geometric and relationship featuring vs deep learning methods

F Poux, R Billen - ISPRS International Journal of Geo-Information, 2019 - mdpi.com
Automation in point cloud data processing is central in knowledge discovery within decision-
making systems. The definition of relevant features is often key for segmentation and …

Automated continuous construction progress monitoring using multiple workplace real time 3D scans

Z Pučko, N Šuman, D Rebolj - Advanced Engineering Informatics, 2018 - Elsevier
In recent years, exponential growth has been detected in research efforts focused on
automated construction progress monitoring. Despite various data acquisition methods and …

[HTML][HTML] Automating building element detection for deconstruction planning and material reuse: A case study

M Gordon, A Batallé, C De Wolf, A Sollazzo… - Automation in …, 2023 - Elsevier
To address the need for a shift from a linear to a circular economy in the built environment,
this paper develops a semi-automated assistive process for planning building material …

Automation of construction progress monitoring by integrating 3D point cloud data with an IFC-based BIM model

P Kavaliauskas, JB Fernandez, K McGuinness… - Buildings, 2022 - mdpi.com
Automated construction progress monitoring using as-planned building information
modeling (BIM) and as-built point cloud data integration has substantial potential and could …

Point cloud information modeling: Deep learning–based automated information modeling framework for point cloud data

J Park, YK Cho - Journal of Construction Engineering and …, 2022 - ascelibrary.org
Because point clouds have reality measurements of physical objects, they are often used to
reconstruct the as-built three-dimensional (3D) model of building construction sites through …

Querying 3D cadastral information from BIM models

B Atazadeh, A Rajabifard, Y Zhang… - … international Journal of …, 2019 - mdpi.com
There has been significant research on the intersection of 3D cadastre and building
information modelling (BIM) over the recent years. BIM provides a multidimensional …

IFC-enabled LCA for carbon assessment in pumped storage hydropower (PSH) with concrete face rockfill dams

S Zhang, S Zhang, Z Wu, X Wang, Z Jiang… - Automation in …, 2023 - Elsevier
The construction sector in China released 5.08 billion tons of CO 2 in 2020, which
accounted for 50.9% of national carbon emissions. With the establishment of a clean energy …