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Florian Noichl
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Enhancing point cloud semantic segmentation in the data‐scarce domain of industrial plants through synthetic data
F Noichl, FC Collins, A Braun, A Borrmann
Computer‐Aided Civil and Infrastructure Engineering 39 (10), 1530-1549, 2024
382024
"BIM-to-Scan" for Scan-to-BIM: Generating Realistic Synthetic Ground Truth Point Clouds Based on Industrial 3D Models
F Noichl, A Braun, A Borrmann
European Conference on Computing in Construction, 2021
342021
Automating adaptive scan planning for static laser scanning in complex 3D environments
F Noichl, DD Lichti, A Borrmann
Automation in Construction 165, 105511, 2024
182024
Automatic creation and enrichment of 3D models for pipe systems by co-registration of laser-scanned point clouds and photos
Y Pan, F Noichl, A Braun, A Borrmann, I Brilakis
University of Turin, 2022
82022
360-Degree Tri-Modal Scanning: Engineering a Modular Multi-Sensor Platform for Semantic Enrichment of BIM Models
FC Collins, F Noichl, M Slepicka, G Cones, A Borrmann
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024
62024
Towards applicable Scan-to-BIM and Scan-to-Floorplan: an end-to-end experiment
FC Collins, SM Mafipour, F Noichl, Y Pan, MA Vega, M Disser, ...
32. Forum Bauinformatik 2021, 98-105, 2021
62021
From Purpose to Technology: A Requirements-Driven Approach to Designing Digital Twin Implementations
F Noichl, FC Collins, Y Pan, MS Mafipour, M Mehranfar, A Borrmann
52024
From enriched point cloud to structural and MEP models: An automated approach to create semantic-geometric models for industrial facilities
F Noichl, Y Pan, MS Mafipour, A Braun, I Brilakis, A Borrmann
52023
Automated Deterministic Model-based Indoor Scan Planning
F Noichl, A Borrmann
European Conference on Product and Process Modeling, 2022
52022
Recognition of temporary vertical objects in large point clouds of construction sites
MA Vega Torres, A Braun, F Noichl, A Borrmann, H Bauer, D Wohlfeld
Proceedings of the Institution of Civil Engineers-Smart Infrastructure and …, 2022
42022
Automated steel structure model reconstruction through point cloud instance segmentation and parametric shape fitting
F Noichl, Y Pan, A Borrmann
Journal of Information Technology in Construction 30, 1099-1122, 2025
32025
Retrofitting Potential of Building envelopes Based on Semantic Surface Models Derived From Point Clouds
E Selimovic, F Noichl, K Forth, A Borrmann
Journal of Facade Design and Engineering 10 (2), 127-140, 2022
32022
Towards multicriterial scan planning in complex 3D environments
F Noichl, A Borrmann
International Conference on Computing in Civil and Building Engineering, 223-235, 2022
32022
Bestandserfassung mithilfe von Computer Vision Methoden
F Collins, F Noichl, Y Pan, A Carrara, MS Mafipour, K Forth, A Borrmann
Künstliche Intelligenz im Bauwesen: Grundlagen und Anwendungsfälle, 309-326, 2024
22024
Efficient Vertical Object Detection in Large High-Quality Point Clouds of Construction Sites
M Vega, A Braun, H Bauer, F Noichl, A Borrmann
EC3 Conference 2021 2, 148-157, 2021
22021
From point cloud to material passport: automated creation of material passports of existing steel structures based on point clouds
F Noichl, K Forth, C De Wolf, A Borrmann
EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built …, 2025
12025
Assessing and Improving Automated Viewpoint Planning for Static Laser Scanning Using Optimization Methods
F Noichl, M Stuecke, C Thielen, A Borrmann
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2024
12024
Leveraging Spatial Orientation for Point Cloud Instance Segmentation and Pose Detection in Structural and MEP Systems
F Noichl, A Braun, A Borrmann
Proc. of the ASCE International Conference on Computing in Civil Engineering, 2024
12024
Adaptive scan planning for 4D-BIM-based construction progress monitoring
F Noichl, S Esser, J Schlenger
Proc. of the 34th Forum Bauinformatik, 2023
12023
LCA Calculation of Retrofitting Scenarios Using Geometric Model Reconstruction and Semantic Enrichment of Point Clouds and Images
K Forth, F Noichl, A Borrmann
Computing in Civil Engineering 2023, 390-397, 2023
12023
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Articles 1–20