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Technical University of Munich

Thomas Fröch

E-mail:thomas.froech@tum.de
Phone:+49.89.289.22973
Room:0126
Address:Technical University of Munich
Thomas Fröch
Chair of Geoinformatics
Arcisstraße 21
80333 Munich
Office hours:By appointment via email

Research interests

  • AI-based generation of planning scenarios for urban digital twins

Projects

Since 2024: Connected Urban Twins (CUT) 

Publications

2025

  • Fröch, Thomas; Kanna, Khaoula; Olbrich, Felix; Donaubauer, Andreas; Saad, Abdullah; Huang, Chenhao; Deng, Zihan; Sedlmaier, Marilena; Chen, Qiaoqiao; Thielen, Kai: Trendanalyse Intergeo 2024. zfv - Zeitschrift für Geodäsie, Geoinformation und Landmanagement (1/2025), 2025, 60-66 more… BibTeX
  • Fröch, Thomas; Kolbe, Thomas H.: Generative Deep-Learning for Brown-Field Development Scenario Generation. Urban Digital Twins for a Sustainable Transformation of Cities Conference, 2025 more… BibTeX
  • Fröch, Thomas; Wysocki, Olaf; Xia, Yan; Xie, Junyu; Schwab, Benedikt; Cremers, Daniel; Kolbe, Thomas H.: FacaDiffy: Inpainting unseen facade parts using diffusion models. ISPRS Geo-Spatial Week (GSW 2025), 2025 more… BibTeX
  • Wysocki, Olaf; Tan, Yue; Fröch, Thomas; Xia, Yan; Wysocki, Magdalena; Hoegner, Ludwig; Cremers, Daniel; Holst, Christoph: ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025, Tucson, Arizona, 2025 more… BibTeX

2024

  • Fröch, Thomas; Kanna, Khaoula; Olbrich, Felix; Donaubauer, Andreas; Saad, Abdullah; Huang, Chenhao; Deng, Zihan; Sedlmaier, Marilena; Chen, Qiaoqiao; Thielen, Kai: Trendanalyse Intergeo 2024. gis.Business 6, 2024, 38-42 more… BibTeX
  • Fröch, Thomas; Wysocki, Olaf; Hoegner, Ludwig; Stilla, Uwe: Reconstructing Façade Details Using MLS Point Clouds and Bag-of-Words Approach. In: Lecture Notes in Geoinformation and Cartography. Springer Nature Switzerland, 2024 more… BibTeX
  • Schwab, Benedikt; Knezevic Marija; Gitahi, Joseph; Wysocki, Olaf; Kanna, Khaoula; Balaj, Çeltina; Fröch, Thomas; Lu, Ying; Ovais, Sarah; Pilz, Tanja; Stout, Dawson: Die Trendanalyse zur INTERGEO 2023. zfv - Zeitschrift für Geodäsie, Geoinformation und Landmanagement (1), 2024 more… BibTeX
  • Schwab, Benedikt; Knezevic Marija; Gitahi, Joseph; Wysocki, Olaf; Kanna, Khaoula; Balaj, Çeltina; Fröch, Thomas; Lu, Ying; Ovais, Sarah; Pilz, Tanja; Stout, Dawson: Trendanalyse Intergeo 2023. gis.Business (1), 2024, 52-56 more… BibTeX

2023

  • Fröch, Thomas: Inpainting of unseen façade objects using deep learning methods. Master thesis, 2023 more… BibTeX
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