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ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XI-2-2026
https://doi.org/10.5194/isprs-annals-XI-2-2026-857-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-XI-2-2026-857-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
03 Jul 2026
| 03 Jul 2026
From Pixels to Semantics: Can a Single Instruction-Tuned VLM Unify Geospatial Building Analysis?
Guneet Mutreja
German Aerospace Center (DLR), Münchener Straße 20, Weßling, Germany
Harisankar Harikumar
Dept. of Civil Engineering, Karlsruhe Institute of Technology, Kaiserstraße 12, Germany
Chaikal Amrullah
German Aerospace Center (DLR), Münchener Straße 20, Weßling, Germany
Ksenia Bittner
German Aerospace Center (DLR), Münchener Straße 20, Weßling, Germany
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