[HTML][HTML] From dense point clouds to semantic digital models: End-to-end AI-based automation procedure for Manhattan-world structures
The paper presents a novel method for automatically creating semantic digital models for
buildings in Manhattan environments from dense point cloud data. Unlike previous …
buildings in Manhattan environments from dense point cloud data. Unlike previous …
From Scans to Parametric BIM: An Enhanced Framework Using Synthetic Data Augmentation and Parametric Modeling for Highway Bridges
Deep learning-based scan-to-building information models (BIMs) approaches have gained
popularity in generating as-built BIMs for highway bridges. However, several critical …
popularity in generating as-built BIMs for highway bridges. However, several critical …
Teilautomatisierte Generierung von digitalen Infrastrukturmodellen mittels Multi‐Datenfusion
JI Jäkel, P Gölzhäuser, A Schmitt, J Bange… - …, 2023 - Wiley Online Library
Die Eisenbahninfrastruktur besitzt eine hohe Signifikanz für Wirtschaft und Gesellschaft. Das
Durchschnittsalter der Eisenbahnbrücken in Deutschland liegt bei etwa 75 Jahren …
Durchschnittsalter der Eisenbahnbrücken in Deutschland liegt bei etwa 75 Jahren …
TwinGen: Advanced technologies to automatically generate digital twins for operation and maintenance of existing bridges
The high effort of operating and maintaining existing infrastructure facilities resulted in a
large stock of structurally deficient bridges in most industrialized countries. Today, the …
large stock of structurally deficient bridges in most industrialized countries. Today, the …
[PDF][PDF] Ein ganzheitlicher Systemansatz zur (teil-) automatisierten Generierung von digitalen Bestandsmodellen der Verkehrsinfrastruktur
JI Jäkel - BBB-Assistent: innentreffen in Innsbruck, 2022 - diglib.uibk.ac.at
Für die rund 65.000 Brückenbauwerke der Verkehrsinfrastruktur in Deutschland existiert ein
erhöhter Bedarf an Instandhaltungs-und Sanierungsmaßnahmen. Diese Maßnahmen …
erhöhter Bedarf an Instandhaltungs-und Sanierungsmaßnahmen. Diese Maßnahmen …
Digital twinning of bridges from point cloud data by deep learning and parametric models
MS Mafipour, S Vilgertshofer… - ECPPM 2022-eWork and …, 2023 - taylorfrancis.com
The Digital Twin (DT) of a bridge is a geometric-semantic model that supports and facilitates
the operation and maintenance process of the structure. For existing structures, the …
the operation and maintenance process of the structure. For existing structures, the …
[PDF][PDF] Creating digital twins of existing bridges through AI-based methods
MS Mafipour, S Vilgertshofer… - Proc. of the IABSE …, 2022 - mediatum.ub.tum.de
Bridges require regular inspection and maintenance during their service life, which is costly
and time-consuming. Digital twins (DT), which incorporate a geometric-semantic model of an …
and time-consuming. Digital twins (DT), which incorporate a geometric-semantic model of an …
[PDF][PDF] Semantic Segmentation of Real and Synthetic Point Cloud Data for Digital Twinning of Bridges
MS Mafipour, C Alici, S Shakeel… - Proceedings of 33 …, 2022 - mediatum.ub.tum.de
Digital twins (DT) can decrease the maintenance costs of bridges through a 3D
geometricsemantic model representing the current status of the structure. The 3D model of a …
geometricsemantic model representing the current status of the structure. The 3D model of a …
Heuristic optimization for digital twin modeling of existing bridges from point cloud data by parametric prototype models
MS Mafipour, S Vilgertshofer… - Computing in Civil …, 2023 - ascelibrary.org
Digital twins (DTs) can support the operation and maintenance process of bridges by
providing a digital model representing the actual asset in reality. The underlying semantic …
providing a digital model representing the actual asset in reality. The underlying semantic …
Digitalization of bridge inventory via automated analysis of point clouds for generation of BIM models
R Hajdin, R Richter, L Rakic, H Diederich… - ce/papers, 2023 - Wiley Online Library
Abstract Building Information Modelling (BIM) is becoming increasingly prevalent in
infrastructure asset management, as it facilitates current management practices. This …
infrastructure asset management, as it facilitates current management practices. This …