Procedural point cloud modelling in scan-to-BIM and scan-vs-BIM applications: A review

N Abreu, A Pinto, A Matos, M Pires - ISPRS International Journal of Geo …, 2023 - mdpi.com
Point cloud processing is an essential task in many applications in the AEC domain, such as
automated progress assessment, quality control and 3D reconstruction. As much of the …

Geometric primitives in LiDAR point clouds: A review

S **a, D Chen, R Wang, J Li… - IEEE Journal of Selected …, 2020 - ieeexplore.ieee.org
To the best of our knowledge, the most recent light detection and ranging (lidar)-based
surveys have been focused only on specific applications such as reconstruction and …

A survey of applications with combined BIM and 3D laser scanning in the life cycle of buildings

J Liu, D Xu, J Hyyppä, Y Liang - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
The integration of building information model (BIM) with point cloud from 3-D laser scanner
provides powerful assistance in a variety of applications in the life cycle of building …

[HTML][HTML] Accurate and complete line segment extraction for large-scale point clouds

X **n, W Huang, S Zhong, M Zhang, Z Liu… - International Journal of …, 2024 - Elsevier
Line segment extraction from point clouds is critical for analyzing and understanding large-
scale scenes. The main challenge is to generate line segments accurately as well as …

Vectorized indoor surface reconstruction from 3D point cloud with multistep 2D optimization

J Han, M Rong, H Jiang, H Liu, S Shen - ISPRS Journal of Photogrammetry …, 2021 - Elsevier
Vectorized reconstruction from indoor point cloud has attracted increasing attention in recent
years due to its high regularity and low memory consumption. Compared with aerial …

Knowledge-driven inference for automatic reconstruction of indoor detailed as-built BIMs from laser scanning data

B **ong, Y **, F Li, Y Chen, Y Zou, Z Zhou - Automation in Construction, 2023 - Elsevier
In spite of recent advances, a significant disparity between automatically reconstructed
building information models (BIMs) and real scenes persists, particularly within complex …

[HTML][HTML] Semantic-aware room-level indoor modeling from point clouds

D Chen, L Wan, F Hu, J Li, Y Chen, Y Shen… - International Journal of …, 2024 - Elsevier
This paper introduces a framework for reconstructing fine-grained room-level models from
indoor point clouds. The motivation behind our method stems from the consistent floorwise …

[HTML][HTML] A New Framework for Generating Indoor 3D Digital Models from Point Clouds

X Gao, R Yang, X Chen, J Tan, Y Liu, Z Wang, J Tan… - Remote Sensing, 2024 - mdpi.com
Three-dimensional indoor models have wide applications in fields such as indoor
navigation, civil engineering, virtual reality, and so on. With the development of LiDAR …

Multi‐view stereo for weakly textured indoor 3D reconstruction

T Wang, VJL Gan - Computer‐Aided Civil and Infrastructure …, 2024 - Wiley Online Library
A 3D reconstruction enables an effective geometric representation to support various
applications. Recently, learning‐based multi‐view stereo (MVS) algorithms have emerged …

[HTML][HTML] Point cloud vs. mesh features for building interior classification

M Bassier, M Vergauwen, F Poux - Remote Sensing, 2020 - mdpi.com
Interpreting 3D point cloud data of the interior and exterior of buildings is essential for
automated navigation, interaction and 3D reconstruction. However, the direct exploitation of …