| From dense point clouds to semantic digital models: End-to-end AI-based automation procedure for Manhattan-world structures M Mehranfar, A Braun, A Borrmann Automation in Construction 162, 105392, 2024 | 28 | 2024 |
| Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting AB Mansour Mehranfar, Miguel A. Vega-Torres, Alexander Braun Advanced Engineering Informatics 62 (Part A), 102643, 2024 | 27 | 2024 |
| Knowledge-based 3D reconstruction of bridge structures using UAV-based photogrammetric point cloud M Mehranfar, H Arefi, F Alidoost Journal of Applied Remote Sensing 15 (4), 044503-044503, 2021 | 12 | 2021 |
| A hybrid top-down, bottom-up approach for 3D space parsing using dense RGB point clouds M Mehranfar, A Braun, A Borrmann ECPPM 2022-eWork and eBusiness in Architecture, Engineering and Construction …, 2023 | 8 | 2023 |
| Artificial Intelligence for the Automated Creation of Multi-scale Digital Twins of the Built World—AI4TWINNING A Borrmann, M Biswanath, A Braun, Z Chen, D Cremers, M Heeramaglore, ... International 3D GeoInfo Conference, 233-247, 2023 | 6 | 2023 |
| Automatic creation of digital building twins with rich semantics from dense RGB point clouds through semantic segmentation and model fitting M Mehranfar, A Braun, A Borrmann Prof. of the 30th Int. Conference on Intelligent Computing in Engineering …, 2023 | 6 | 2023 |
| a Projection-Based Reconstruction Algorithm for 3d Modeling of Bridge Structures from Drone-Based Point Cloud M Mehranfar, H Arefi, F Alidoost The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021 | 6 | 2021 |
| TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset O Wysocki, B Schwab, MK Biswanath, Q Zhang, J Zhu, T Froech, ... arXiv preprint arXiv:2505.07396, 2025 | 5 | 2025 |
| 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 | 5 | 2024 |
| A multi-task framework for 2D scene parsing and 3D reconstruction in indoor space documentation S Erişen, M Mehranfar, A Borrmann University of Strathclyde Publishing, 2025 | 2 | 2025 |
| Automated Bottom-Up, Top-Down Method for Creating Digital Staircase Models from Dense Point Clouds Using Parametric Prototype Models and Model Fitting M Mehranfar, A Braun, A Borrmann, Y Turkan Top-Down Method for Creating Digital Staircase Models from Dense Point …, 2025 | 2 | 2025 |
| Single Image to Semantic BIM: Domain-Adapted 3D Reconstruction and Annotations via Multi-Task Deep Learning S Erişen, M Mehranfar, A Borrmann Remote Sensing 17 (16), 2910, 2025 | 1 | 2025 |
| Enriching Point Features to Improve Semantic Segmentation of Point Clouds Y Pan, S Mafipour, M Mehranfar Proceedings of 33. Forum Bauinformatik, 2022 | 1 | 2022 |
| A hybrid bottom-up top-down AI method for improved digital twinning of the buildings using point cloud data and RGB images M Mehranfar, A Braun, A Borrmann Proc. of the European Conference on Computing in Construction (EC3), 2025 | | 2025 |
| Automated Geometric-Semantic Digital Twinning of Staircases from Dense Laser Scanner Point Clouds by Parametric Prototype M Mehranfar, A Braun, A Borrmann EC3 Conference 2024 5, 0-0, 2024 | | 2024 |
| Artificial Intelligence For Automated Digital Twinning of Buildings M Mehranfar, A Braun, A Borrmann GNI Symposium & Expo on Artificial Intelligence for the Built World, 2024 | | 2024 |
| Bridge Modeling using Segmentation of Point Cloud Captured from Photogrammetric UAV M Mehranfar, H Arefi, F Alidoost Engineering Journal of Geospatial Information Technology 8 (4), 103-127, 2021 | | 2021 |
