- Article
(5004 KB) - Metadata XML
- October 22, 2025
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
- |
- 𝕏
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume X-G-2025
https://doi.org/10.5194/isprs-annals-X-G-2025-125-2025
© Author(s) 2025. 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-X-G-2025-125-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
10 Jul 2025
| 10 Jul 2025
Automatic Detection of Tiny Drainage Outlets and Ventilations on Flat Rooftops from Aerial Imagery
Lukas Arzoumanidis
Computational Methods Lab, HafenCity University Hamburg, Germany
Weilian Li
Computational Methods Lab, HafenCity University Hamburg, Germany
Faculty of Geosciences and Engineering, Southwest Jiaotong University, China
Julius Knechtel
Institute of Geodesy and Geoinformation, University of Bonn, Germany
Yudha Kosmayadi
Computational Methods Lab, HafenCity University Hamburg, Germany
Youness Dehbi
Computational Methods Lab, HafenCity University Hamburg, Germany
Related authors
Lukas Arzoumanidis, Son H. Nguyen, Lara Johannsen, Filip Rothaut, Weilian Li, and Youness Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W6-2025, 9–16, https://doi.org/10.5194/isprs-annals-X-4-W6-2025-9-2025, https://doi.org/10.5194/isprs-annals-X-4-W6-2025-9-2025, 2025
Lukas Arzoumanidis, James Ormond Fethers, Sethmiya Herath Mudiyanselage, and Youness Dehbi
Abstr. Int. Cartogr. Assoc., 7, 7, https://doi.org/10.5194/ica-abs-7-7-2024, https://doi.org/10.5194/ica-abs-7-7-2024, 2024
Lukas Arzoumanidis, Jonathan Hecht, and Youness Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 33–39, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-33-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-33-2024, 2024
Weilian Li, Lukas Arzoumanidis, Jannik Matijevic, Daham Mohammed Mustafa, Peter Rottmann, Jan-Henrik Haunert, and Youness Dehbi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W10-2024, 125–130, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024, 2024
Lukas Arzoumanidis, Julius Knechtel, Jan-Henrik Haunert, and Youness Dehbi
Abstr. Int. Cartogr. Assoc., 6, 11, https://doi.org/10.5194/ica-abs-6-11-2023, https://doi.org/10.5194/ica-abs-6-11-2023, 2023
Lukas Arzoumanidis, Son H. Nguyen, Lara Johannsen, Filip Rothaut, Weilian Li, and Youness Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W6-2025, 9–16, https://doi.org/10.5194/isprs-annals-X-4-W6-2025-9-2025, https://doi.org/10.5194/isprs-annals-X-4-W6-2025-9-2025, 2025
Anna-Maria Bolte, Thomas Kistemann, Theo Kötter, and Youness Dehbi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 219–224, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-219-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-219-2025, 2025
Mahdieh Shirmohammadi, Davood Mafi-Gholami, Saied Pirasteh, Fahimeh Youssefi, Jie Shen, Weilian Li, and Jonathan Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 383–386, https://doi.org/10.5194/isprs-annals-X-3-2024-383-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-383-2024, 2024
Lukas Arzoumanidis, James Ormond Fethers, Sethmiya Herath Mudiyanselage, and Youness Dehbi
Abstr. Int. Cartogr. Assoc., 7, 7, https://doi.org/10.5194/ica-abs-7-7-2024, https://doi.org/10.5194/ica-abs-7-7-2024, 2024
Lukas Arzoumanidis, Jonathan Hecht, and Youness Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 33–39, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-33-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-33-2024, 2024
Weilian Li, Lukas Arzoumanidis, Jannik Matijevic, Daham Mohammed Mustafa, Peter Rottmann, Jan-Henrik Haunert, and Youness Dehbi
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W10-2024, 125–130, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024, https://doi.org/10.5194/isprs-archives-XLVIII-4-W10-2024-125-2024, 2024
W. L. Li, N. Treff, F. Amann, J. Lehmen, Y. Dehbi, and J.-H. Haunert
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 437–442, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-437-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-437-2023, 2023
J. Knechtel, J. Behmann, J.-H. Haunert, and Y. Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 263–270, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-263-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-263-2023, 2023
Lukas Arzoumanidis, Julius Knechtel, Jan-Henrik Haunert, and Youness Dehbi
Abstr. Int. Cartogr. Assoc., 6, 11, https://doi.org/10.5194/ica-abs-6-11-2023, https://doi.org/10.5194/ica-abs-6-11-2023, 2023
Weilian Li, Jan-Henrik Haunert, Yukun Guo, and Youness Dehbi
Abstr. Int. Cartogr. Assoc., 6, 139, https://doi.org/10.5194/ica-abs-6-139-2023, https://doi.org/10.5194/ica-abs-6-139-2023, 2023
P. Rottmann, J.-H. Haunert, and Y. Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 233–240, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-233-2022, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-233-2022, 2022
Victor Korir, Axel Forsch, Youness Dehbi, and Jan-Henrik Haunert
Abstr. Int. Cartogr. Assoc., 5, 89, https://doi.org/10.5194/ica-abs-5-89-2022, https://doi.org/10.5194/ica-abs-5-89-2022, 2022
J. Knechtel, L. Klingbeil, J.-H. Haunert, and Y. Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2022, 129–136, https://doi.org/10.5194/isprs-annals-V-4-2022-129-2022, https://doi.org/10.5194/isprs-annals-V-4-2022-129-2022, 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