Three-dimensional point cloud semantic segmentation for cultural heritage: a comprehensive review

S Yang, M Hou, S Li - Remote Sensing, 2023 - mdpi.com
In the cultural heritage field, point clouds, as important raw data of geomatics, are not only
three-dimensional (3D) spatial presentations of 3D objects but they also have the potential …

[HTML][HTML] Automating the retrospective generation of As-is BIM models using machine learning

P Schönfelder, A Aziz, B Faltin, M König - Automation in Construction, 2023 - Elsevier
The manual creation of digital models of existing buildings for operations and maintenance
is difficult and time-consuming. Machine learning and deep learning techniques have …

H-BIM and artificial intelligence: classification of architectural heritage for semi-automatic scan-to-BIM reconstruction

V Croce, G Caroti, A Piemonte, L De Luca, P Véron - Sensors, 2023 - mdpi.com
We propose a semi-automatic Scan-to-BIM reconstruction approach, making the most of
Artificial Intelligence (AI) techniques, for the classification of digital architectural heritage …

Faceting the post-disaster built heritage reconstruction process within the digital twin framework for Notre-Dame de Paris

A Gros, A Guillem, L De Luca, É Baillieul… - Scientific Reports, 2023 - nature.com
Abstract April 15th, 2019: Notre-Dame Cathedral in Paris was burning, the spire collapsed
on the nave, vaults crumbled and most of the timber roof was gone. In the post-disaster …

A novel method based on deep learning, GIS and geomatics software for building a 3D city model from VHR satellite stereo imagery

M Pepe, D Costantino, VS Alfio, G Vozza… - … International Journal of …, 2021 - mdpi.com
The aim of the paper is to identify a suitable method for the construction of a 3D city model
from stereo satellite imagery. In order to reach this goal, it is necessary to build a workflow …

Close-range sensing and data fusion for built heritage inspection and monitoring—a review

E Adamopoulos, F Rinaudo - Remote Sensing, 2021 - mdpi.com
Built cultural heritage is under constant threat due to environmental pressures,
anthropogenic damages, and interventions. Understanding the preservation state of …

[HTML][HTML] Artificial intelligence for deconstruction: Current state, challenges, and opportunities

H Balogun, H Alaka, E Demir, CN Egwim… - Automation in …, 2024 - Elsevier
Artificial intelligence and its subfields, such as machine learning, robotics, optimisation,
knowledge-based systems, reality capture and extended reality, have brought remarkable …

Static terrestrial laser scanning (TLS) for heritage building information modeling (HBIM): a systematic review

J Liu, S Azhar, D Willkens, B Li - Virtual Worlds, 2023 - mdpi.com
Heritage Building Information Modeling (HBIM) is an essential technology for heritage
documentation, conservation, and management. It enables people to understand, archive …

3D Point cloud for cultural heritage: a scientometric survey

S Yang, S Xu, W Huang - Remote Sensing, 2022 - mdpi.com
Three-dimensional point cloud has been widely used in the cultural heritage field in the last
two decades, gaining attention from both academic and industry communities. A large …

Research hotspots and trends in heritage building information modeling: A review based on CiteSpace analysis

Z Zhang, Y Zou - Humanities and Social Sciences Communications, 2022 - nature.com
The year 2022 marks the 50th anniversary of the signing of the Convention Concerning the
Protection of World Cultural and Natural Heritage. Heritage building information modeling …