- Article
(9640 KB) - Metadata XML
- July 24, 2026
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
- |
- 𝕏
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLIX-B1-2026
https://doi.org/10.5194/isprs-archives-XLIX-B1-2026-629-2026
© 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-archives-XLIX-B1-2026-629-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
22 Jul 2026
| 22 Jul 2026
Zero-shot multi-class semantic segmentation of remote sensing images using SAM 2 with prior database information
Paula L. Lippmann
Institute of Photogrammetry and GeoInformation, Leibniz Universität Hannover, Germany
Mareike Dorozynski
Institute of Photogrammetry and GeoInformation, Leibniz Universität Hannover, Germany
Franz Rottensteiner
Institute of Photogrammetry and GeoInformation, Leibniz Universität Hannover, Germany
Christian Heipke
Institute of Photogrammetry and GeoInformation, Leibniz Universität Hannover, Germany
Related authors
No articles found.
Yehor Lytvynov, Viktoriia Hnatushenko, Volodymyr Hnatushenko, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 849–856, https://doi.org/10.5194/isprs-annals-XI-3-2026-849-2026, https://doi.org/10.5194/isprs-annals-XI-3-2026-849-2026, 2026
Hubert Kanyamahanga, Mareike Dorozynski, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 517–526, https://doi.org/10.5194/isprs-annals-XI-2-2026-517-2026, https://doi.org/10.5194/isprs-annals-XI-2-2026-517-2026, 2026
Mohammadreza Heidarianbaei, Max Mehltretter, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 463–471, https://doi.org/10.5194/isprs-annals-XI-2-2026-463-2026, https://doi.org/10.5194/isprs-annals-XI-2-2026-463-2026, 2026
Tuan Nguyen, Max Mehltretter, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 321–330, https://doi.org/10.5194/isprs-annals-XI-2-2026-321-2026, https://doi.org/10.5194/isprs-annals-XI-2-2026-321-2026, 2026
Han Sae Kim, Olaf Wysocki, Ludwig Hoegner, Ksenia Bittner, Joshua Carpenter, Friedrich Fraundorfer, Arpan Kusari, Max Mehltretter, Franz Rottensteiner, Anna Schadl, Martin Weinmann, and Jinha Jung
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 293–302, https://doi.org/10.5194/isprs-annals-XI-2-2026-293-2026, https://doi.org/10.5194/isprs-annals-XI-2-2026-293-2026, 2026
Rasho Ali, Max Mehltretter, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 197–206, https://doi.org/10.5194/isprs-annals-XI-2-2026-197-2026, https://doi.org/10.5194/isprs-annals-XI-2-2026-197-2026, 2026
Max Meyer, Amadeus Langer, Max Mehltretter, Dries Beyer, Max Coenen, Bastian Strybny, Tobias Schack, Michael Haist, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-1-2026, 427–436, https://doi.org/10.5194/isprs-annals-XI-1-2026-427-2026, https://doi.org/10.5194/isprs-annals-XI-1-2026-427-2026, 2026
Jojene R. Santillan, Mareike Dorozynski, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-W4-2025, 385–392, https://doi.org/10.5194/isprs-annals-X-5-W4-2025-385-2026, https://doi.org/10.5194/isprs-annals-X-5-W4-2025-385-2026, 2026
Viktoriia Hnatushenko, Vita Y. Kashtan, Volodymyr V. Hnatushenko, and Christian Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 583–588, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-583-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-583-2025, 2025
Jojene R. Santillan, Mareike Dorozynski, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 753–762, https://doi.org/10.5194/isprs-annals-X-G-2025-753-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-753-2025, 2025
Hubert Kanyamahanga, Mareike Dorozynski, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 477–486, https://doi.org/10.5194/isprs-annals-X-G-2025-477-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-477-2025, 2025
Mohammadreza Heidarianbaei, Mareike Dorozynski, Max Mehltretter, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 365–373, https://doi.org/10.5194/isprs-annals-X-G-2025-365-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-365-2025, 2025
Mareike Dorozynski, Franz Rottensteiner, Frank Thiemann, Monika Sester, Thorsten Dahms, and Michael Hovenbitzer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 221–229, https://doi.org/10.5194/isprs-annals-X-G-2025-221-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-221-2025, 2025
Rasho Ali, Max Mehltretter, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 47–55, https://doi.org/10.5194/isprs-annals-X-G-2025-47-2025, https://doi.org/10.5194/isprs-annals-X-G-2025-47-2025, 2025
Christian Heipke and Steffen Schön
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-5-2024, 71–78, https://doi.org/10.5194/isprs-annals-X-5-2024-71-2024, https://doi.org/10.5194/isprs-annals-X-5-2024-71-2024, 2024
Mabel X. Ortega Adarme, Gilson A. O. P. da Costa, Pedro J. Soto Vega, Christian Heipke, and Raul Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 293–302, https://doi.org/10.5194/isprs-annals-X-3-2024-293-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-293-2024, 2024
Mohammadreza Heidarianbaei, Hubert Kanyamahanga, and Mareike Dorozynski
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 169–177, https://doi.org/10.5194/isprs-annals-X-3-2024-169-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-169-2024, 2024
Mareike Dorozynski, Franz Rottensteiner, Frank Thiemann, Monika Sester, Thorsten Dahms, and Michael Hovenbitzer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-2024, 107–115, https://doi.org/10.5194/isprs-annals-X-4-2024-107-2024, https://doi.org/10.5194/isprs-annals-X-4-2024-107-2024, 2024
Markus Hillemann, Robert Langendörfer, Max Heiken, Max Mehltretter, Andreas Schenk, Martin Weinmann, Stefan Hinz, Christian Heipke, and Markus Ulrich
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2-2024, 137–144, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-137-2024, https://doi.org/10.5194/isprs-archives-XLVIII-2-2024-137-2024, 2024
Tuan Nguyen, Max Mehltretter, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 153–161, https://doi.org/10.5194/isprs-annals-X-2-2024-153-2024, https://doi.org/10.5194/isprs-annals-X-2-2024-153-2024, 2024
Max Meyer, Amadeus Langer, Max Mehltretter, Dries Beyer, Max Coenen, Tobias Schack, Michael Haist, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 145–152, https://doi.org/10.5194/isprs-annals-X-2-2024-145-2024, https://doi.org/10.5194/isprs-annals-X-2-2024-145-2024, 2024
V. Hnatushenko, V. Hnatushenko, D. Soldatenko, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1749–1755, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1749-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1749-2023, 2023
H. Zhan, Y. F. Yu, Y. W. Xu, Q. B. Hou, R. Xia, X. Wang, Y. Feng, Z. Q. Zhan, M. L. Li, M. Gruber, R. Hänsch, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1685–1692, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1685-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1685-2023, 2023
R. Ali, M. Mehltretter, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1619–1626, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1619-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1619-2023, 2023
M. Dorozynski
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 175–184, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-175-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-175-2023, 2023
J. R. Santillan and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 413–422, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-413-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-413-2023, 2023
S. El Amrani Abouelassad, M. Mehltretter, and F. Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 935–944, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-935-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-935-2023, 2023
M. X. Ortega, D. Wittich, F. Rottensteiner, C. Heipke, and R. Q. Feitosa
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 961–970, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-961-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-961-2023, 2023
M. Voelsen, S. Lauble, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 981–990, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-981-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-981-2023, 2023
M. X. Ortega Adarme, P. J. Soto Vega, G. A. O. P. Costa, R. Q. Feitosa, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-1-2023, 217–223, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-217-2023, https://doi.org/10.5194/isprs-archives-XLVIII-M-1-2023-217-2023, 2023
M. Dorozynski and F. Rottensteiner
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 777–785, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-777-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-777-2022, 2022
A. Ponick, A. Langer, D. Beyer, M. Coenen, M. Haist, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 711–720, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-711-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-711-2022, 2022
R. Ali, M. Dorozynski, J. Stracke, and M. Mehltretter
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 509–516, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-509-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-509-2022, 2022
A. Sledz and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 157–165, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-157-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-157-2022, 2022
S. El Amrani Abouelassad and F. Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 15–23, https://doi.org/10.5194/isprs-annals-V-1-2022-15-2022, https://doi.org/10.5194/isprs-annals-V-1-2022-15-2022, 2022
M. Voelsen, M. Teimouri, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 271–279, https://doi.org/10.5194/isprs-annals-V-3-2022-271-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-271-2022, 2022
D. Wittich, F. Rottensteiner, M. Voelsen, C. Heipke, and S. Müller
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 307–315, https://doi.org/10.5194/isprs-annals-V-2-2022-307-2022, https://doi.org/10.5194/isprs-annals-V-2-2022-307-2022, 2022
M. Coenen, D. Beyer, C. Heipke, and M. Haist
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 227–235, https://doi.org/10.5194/isprs-annals-V-2-2022-227-2022, https://doi.org/10.5194/isprs-annals-V-2-2022-227-2022, 2022
P. Trusheim, M. Mehltretter, F. Rottensteiner, and C. Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 169–177, https://doi.org/10.5194/isprs-annals-V-1-2022-169-2022, https://doi.org/10.5194/isprs-annals-V-1-2022-169-2022, 2022
The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.
Useful Links
Useful External Links
Our Contact
c/o
Leibniz University Hannover
Institute of Photogrammetry and GeoInformation
Nienburger Str. 1
D-30167 Hannover
GERMANY
Email: isprs-sg@isprs.org