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 | 22 | 2023 |
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 | 11 | 2023 |
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 | 11 | 2023 |
Improving 2D Construction Plans with Cycle-Consistent Generative Adversarial Networks F Çelik, B Faltin, M König Computing in Civil Engineering 2021, 50-57, 2022 | 5 | 2022 |
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 | 2 | 2022 |
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 | 1 | 2024 |
Eine Vergleichsstudie von Deep Learning Architekturen für die automatische Symboldetektion in Bauwerksplänen D Gann, B Faltin 34. ForumBauinformatik, 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 | | |