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Technical University of Munich
Foto von Mansour Mehranfar

Mansour Mehranfar

Research

2024

  • Mehranfar, M.; Braun, A.; Borrmann, A.: From dense point clouds to semantic digital models: End-to-end AI-based automation procedure for Manhattan-world structures. Automation in Construction 162, 2024, 105392 more…
  • Mehranfar, M.; Braun, A.; Borrmann, A.: Automated Geometric-Semantic Digital Twinning of Staircase From Dense Laser Scanner Point Clouds by Parametric Prototype Models. European Conference on Computing in Construction, 2024 more…
  • Mehranfar, M.; Vega-Torres, M.; Braun, A.; Borrmann, A: Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting. Advanced Engineering Informatics 62 (Part A), 2024, 10264 more…
  • Noichl, F.; Collins, F. C.; Pan, Y.; Mafipour, M.S.; Mehranfar, M.; Borrmann, A.: From Purpose to Technology: A Requirements-Driven Approach to Designing Digital Twin Implementations – 5. In: Jebelli, Houtan; Asadi, Somayeh; Mutis, Ivan; Liu, Rui; Cheng, Jack (Ed.): Digital Twins in Construction and the Built Environment. American Society of Civil Engineers, 2024, 91-130 more…

2023

  • Borrmann, A.; Biswanath, M.; Braun, A.; Zhaiyu, C.; Cremers, D.; Heeramaglore, M.; Hoegner, L.; Mehranfar, M.; Kolbe, T.; Petzold, F.; Rueda, A.; Solonets, S.; Zhu, Z.: Artificial Intelligence for the automated creation of multi-scale digital twins of the built world – AI4TWINNING. Proc. of the 18th 3D GeoInfo Conference, 2023 more…
  • Mehranfar, M.; Braun, A.; Borrmann, A.: Automatic creation of digital building twins with rich semantics from dense RGB point clouds through semantic segmentation and model fitting. Proc. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE), 2023 more…

2022

  • Mehranfar, M.; Braun, A.; Borrmann, A.: A hybrid top-down, bottom-up approach for 3D space parsing using dense RGB point clouds. Proc. of European Conference on Product and Process Modeling 2022, 2022 more…
  • Pan, Y.; Mafipour, S.; Mehranfar, M.: Enriching Point Features to Improve Semantic Segmentation of Point Clouds. Proceedings of 33. Forum Bauinformatik, 2022 more…

2024

  • Bulla, A.: A Bottom-Up Approach for the Automatic Creation of the Digital Staircase Model Using Point Cloud Data and Parametric Prototype Models. Master thesis, 2024 more…
  • Memon, Z: An automated framework for managing design changes in BIM models. Master thesis, 2024 more…

2023

  • Ibrahim, A.: Parameter-Based Model Reconstruction from Spacewise Segmented Point Cloud. Master thesis, 2023 more…
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