フォロー
Benedikt Faltin
タイトル
引用先
引用先
Automating the retrospective generation of As-is BIM models using machine learning
P Schönfelder, A Aziz, B Faltin, M König
Automation in Construction 152, 104937, 2023
272023
TwinGen: Advanced technologies to automatically generate digital twins for operation and maintenance of existing bridges
S Vilgertshofer, MS Mafipour, A Borrmann, J Martens, T Blut, R Becker, ...
Proc. Eur. Conf. Prod. Process Manag, 213-220, 2023
142023
Inferring Interconnections of Construction Drawings for Bridges Using Deep Learning-based Methods
B Faltin, P Schönfelder, M König
ECPPM 2022-eWork and eBusiness in Architecture, Engineering and Construction …, 2023
122023
Improving 2D Construction Plans with Cycle-Consistent Generative Adversarial Networks
F Çelik, B Faltin, M König
Computing in Civil Engineering 2021, 50-57, 2022
72022
Improving Symbol Detection on Engineering Drawings Using a Keypoint-Based Deep Learning Approach
B Faltin, P Schönfelder, M König
5*
A COMPARATIVE STUDY OF DEEP LEARNING MODELS FOR SYMBOL DETECTION IN TECHNICAL DRAWINGS
B Faltin, D Gann, M König
CONVR 2023, 877 - 886, 2023
3*2023
An artificial intelligence and mixed reality approach for optimizing the bridge inspection workflow
S Embers, S Zentgraf, P Herbers, B Faltin, F Celik, M König, JD Braun, ...
EC3 Conference 2022 3, 0-0, 2022
32022
Towards a Robust Deep Learning-Based Scale Inference Approach in Construction Drawings
B Faltin, P Schönfelder, M König
Computing in Civil Engineering 2023, 721-728, 2024
12024
Reconstructing as-built beam bridge geometry from construction drawings using deep learning-based symbol pose estimation
B Faltin, P Schönfelder, D Gann, M König
Advanced Engineering Informatics 62, 102808, 2024
2024
Exploring Explainable AI for Symbol Detection in Construction Drawings
J Michalak, B Faltin
35. Forum Bauinformatik, fbi 2024, 333-340, 2024
2024
Eine Vergleichsstudie von Deep Learning Architekturen für die automatische Symboldetektion in Bauwerksplänen
D Gann, B Faltin
34. ForumBauinformatik, 2023
2023
Chapter Automated Extraction of Bridge Gradient from Drawings Using Deep Learning
H Bayer, B Faltin, M König
Firenze University Press, 2023
2023
Tagungsband 34. Forum Bauinformatik: 06.-08. September 2023
P Hagedorn, P Schönfelder, B Faltin, S Zentgraf, M Block, K Sigalov
Ruhr-Universität Bochum, 2023
2023
Dual-PointNet: A Two-Stage Deep Learning Network for Semantic Segmentation of Point Clouds
I Mahameed, B Faltin
34. ForumBauinformatik, 2023
2023
Ansatz für künstliche Intelligenz und Mixed Reality zur Optimierung des Arbeitsablaufs bei Brückeninspektionen
S Embers, S Zentgraf, P Herbers, F Celik, B Faltin, IM König, JD Braun, ...
5. Brückenkolloquium: Fachtagung für Beurteilung, Planung, Bau …, 2022
2022
Automatization of design calculation in frame bridges and T-beam bridges using Building Information Modeling
IM König, B Faltin, D Schaumlöffel, M Ghanbari
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論文 1–16