From 3D point clouds to HBIM: application of artificial intelligence in cultural heritage

VA Cotella - Automation in Construction, 2023 - Elsevier
Interest in semantic segmentation of 3D point clouds using ML and DL has grown due to
their key role in scene insight across a wide range of computer vision, robotics and remote …

Survey on deep learning-based point cloud compression

M Quach, J Pang, D Tian, G Valenzise… - Frontiers in Signal …, 2022 - frontiersin.org
Point clouds are becoming essential in key applications with advances in capture
technologies leading to large volumes of data. Compression is thus essential for storage …

[HTML][HTML] Systematic approach to generate Historical Building Information Modelling (HBIM) in architectural restoration project

J Moyano, E Carreno, JE Nieto-Julián… - Automation in …, 2022 - Elsevier
Working with heritage is complex and projects often include scientific, structural, and
documentary studies. Every step requires a systematic approach in which the contribution of …

HBIM for conservation: A new proposal for information modeling

N Bruno, R Roncella - Remote Sensing, 2019 - mdpi.com
Thanks to its capability of archiving and organizing all the information about a building,
HBIM (Historical Building Information Modeling) is considered a promising resource for …

Barriers to BIM implementation in architecture, construction, and engineering projects—The polish study

A Leśniak, M Górka, I Skrzypczak - Energies, 2021 - mdpi.com
BIM (building information modeling) is a kind of technology that has great potential to
enhance the level of automation in architecture, engineering, and construction (AEC) …

From point cloud data to building information modelling: An automatic parametric workflow for heritage

M Andriasyan, J Moyano, JE Nieto-Julián, D Antón - Remote Sensing, 2020 - mdpi.com
Building Information Modelling (BIM) is a globally adapted methodology by government
organisations and builders who conceive the integration of the organisation, planning …

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 …

Digital technologies and the role of data in cultural heritage: The past, the present, and the future

V Poulopoulos, M Wallace - Big Data and Cognitive Computing, 2022 - mdpi.com
Is culture considered to be our past, our roots, ancient ruins, or an old piece of art? Culture is
all the factors that define who we are, how we act and interact in our world, in our daily …

Dimensions and levels of knowledge in heritage building information modelling, HBIM: The model of the Charterhouse of Jerez (Cádiz, Spain)

M Castellano-Román, F Pinto-Puerto - Digital Applications in Archaeology …, 2019 - Elsevier
Abstract Application of Building Information Modelling methodology, BIM, in the field of
architectural heritage in recent years has generated a significant catalogue of experiences …

The use of low-cost unmanned aerial vehicles in the process of building models for cultural tourism, 3D web and augmented/mixed reality applications

T Templin, D Popielarczyk - Sensors, 2020 - mdpi.com
Unmanned Aerial Systems (UAS) are widely used in low-cost photogrammetry. Even small
Unmanned Aerial Vehicles (UAV) can deliver valuable data for the inventory of inaccessible …