- Article
(25096 KB) - Metadata XML
- April 08, 2024
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLII-4/W18
https://doi.org/10.5194/isprs-archives-XLII-4-W18-687-2019
© Author(s) 2019. 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-XLII-4-W18-687-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
18 Oct 2019
| 18 Oct 2019
SINGLE-IMAGE DEHAZING ON AERIAL IMAGERY USING CONVOLUTIONAL NEURAL NETWORKS
M. Madadikhaljan
DLR, German Aerospace Center, Earth Observation Center (EOC), Münchener Str. 20, 82234 Wessling, Germany
Institute of Photogrammetry (ifp), University of Stuttgart, Germany
R. Bahmanyar
DLR, German Aerospace Center, Earth Observation Center (EOC), Münchener Str. 20, 82234 Wessling, Germany
S. M. Azimi
DLR, German Aerospace Center, Earth Observation Center (EOC), Münchener Str. 20, 82234 Wessling, Germany
P. Reinartz
DLR, German Aerospace Center, Earth Observation Center (EOC), Münchener Str. 20, 82234 Wessling, Germany
U. Sörgel
Institute of Photogrammetry (ifp), University of Stuttgart, Germany
Related authors
No articles found.
X. Zhang, D. Lin, R. Xue, and U. Soergel
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 1693–1698, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1693-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-1693-2023, 2023
D. Collmar, V. Walter, M. Kölle, and U. Sörgel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 159–166, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-159-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-159-2023, 2023
R. Bahmanyar and N. Merkle
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 343–350, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-343-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-343-2023, 2023
M. Mühlhaus, F. Kurz, A. R. Guridi Tartas, R. Bahmanyar, S. M. Azimi, and J. Hellekes
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 371–378, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-371-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-371-2023, 2023
M. Xiang, S. Azimi, R. Bahmanyar, U. Sörgel, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 629–634, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-629-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-629-2023, 2023
P. J. Schneider, C.-H. Yang, Y. Li, M. Koppe, U. Soergel, K. Pakzad, and T. Rudolf
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 869–873, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-869-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-869-2023, 2023
M. Kölle, V. Walter, S. Schmohl, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 945–952, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-945-2023, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-945-2023, 2023
X. Zhang, R. Xue, and U. Soergel
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 329–334, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-329-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-329-2022, 2022
L. Joachim, W. Zhang, N. Haala, and U. Soergel
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 545–552, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-545-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-545-2022, 2022
H. Li, J. Tian, Y. Xie, C. Li, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 501–508, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-501-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-501-2022, 2022
R. Xue, X. Zhang, and U. Soergel
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 559–564, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-559-2022, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-559-2022, 2022
F. Kurz, P. Mendes, V. Gstaiger, R. Bahmanyar, P. d’Angelo, S. M. Azimi, S. Auer, N. Merkle, C. Henry, D. Rosenbaum, J. Hellekes, H. Runge, F. Toran, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 221–226, https://doi.org/10.5194/isprs-annals-V-1-2022-221-2022, https://doi.org/10.5194/isprs-annals-V-1-2022-221-2022, 2022
M. Kölle, V. Walter, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 259–266, https://doi.org/10.5194/isprs-annals-V-2-2022-259-2022, https://doi.org/10.5194/isprs-annals-V-2-2022-259-2022, 2022
N. Merkle, C. Henry, S. M. Azimi, and F. Kurz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2022, 283–289, https://doi.org/10.5194/isprs-annals-V-2-2022-283-2022, https://doi.org/10.5194/isprs-annals-V-2-2022-283-2022, 2022
P. J. Schneider and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 123–130, https://doi.org/10.5194/isprs-annals-V-3-2022-123-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-123-2022, 2022
X. Yuan, S. M. Azimi, C. Henry, V. Gstaiger, M. Codastefano, M. Manalili, S. Cairo, S. Modugno, M. Wieland, A. Schneibel, and N. Merkle
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 741–748, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-741-2021, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-741-2021, 2021
P. d’Angelo and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 77–82, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-77-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-77-2021, 2021
S. M. Azimi, R. Kiefl, V. Gstaiger, R. Bahmanyar, N. Merkle, C. Henry, D. Rosenbaum, and F. Kurz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 433–440, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-433-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-433-2021, 2021
C. Henry, J. Hellekes, N. Merkle, S. M. Azimi, and F. Kurz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 479–485, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-479-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-479-2021, 2021
M. Kölle, D. Laupheimer, V. Walter, N. Haala, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2021, 93–100, https://doi.org/10.5194/isprs-annals-V-2-2021-93-2021, https://doi.org/10.5194/isprs-annals-V-2-2021-93-2021, 2021
P. J. Schneider and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2021, 65–71, https://doi.org/10.5194/isprs-annals-V-3-2021-65-2021, https://doi.org/10.5194/isprs-annals-V-3-2021-65-2021, 2021
N. Merkle, V. Gstaiger, E. Schröter, P. d’Angelo, S. M. Azimi, U. Kippnich, C. Barthel, and F. Kurz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 1243–1249, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1243-2020, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-1243-2020, 2020
K. Bittner, L. Liebel, M. Körner, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 383–390, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-383-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-383-2020, 2020
Y. Xia, P. d’Angelo, J. Tian, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 521–525, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-521-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-521-2020, 2020
M. Kölle, V. Walter, S. Schmohl, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 501–508, https://doi.org/10.5194/isprs-annals-V-2-2020-501-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-501-2020, 2020
J. Tian, T. Schneider, C. Kempf, Y. Xia, M. Lusseau, J. Hill, E. Jachmann, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 781–787, https://doi.org/10.5194/isprs-annals-V-2-2020-781-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-781-2020, 2020
P. J. Schneider, R. Khamis, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2020, 157–163, https://doi.org/10.5194/isprs-annals-V-3-2020-157-2020, https://doi.org/10.5194/isprs-annals-V-3-2020-157-2020, 2020
X. Yuan, J. Tian, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2020, 279–285, https://doi.org/10.5194/isprs-annals-V-3-2020-279-2020, https://doi.org/10.5194/isprs-annals-V-3-2020-279-2020, 2020
R. Bahmanyar, S. M. Azimi, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-4-W18, 163–170, https://doi.org/10.5194/isprs-archives-XLII-4-W18-163-2019, https://doi.org/10.5194/isprs-archives-XLII-4-W18-163-2019, 2019
J. Knöttner, D. Rosenbaum, F. Kurz, P. Reinartz, and A. Brunn
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 95–101, https://doi.org/10.5194/isprs-annals-IV-2-W7-95-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-95-2019, 2019
Y. Xia, J. Tian, P. d’Angelo, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 205–210, https://doi.org/10.5194/isprs-annals-IV-2-W7-205-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-205-2019, 2019
C. H. Yang, A. Müterthies, and U. Soergel
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1951–1957, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1951-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1951-2019, 2019
C. H. Yang and U. Soergel
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1959–1965, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1959-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1959-2019, 2019
C. Kempf, J. Tian, F. Kurz, P. d’Angelo, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 43–50, https://doi.org/10.5194/isprs-archives-XLII-2-W13-43-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-43-2019, 2019
S. Schmohl and U. Sörgel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 77–84, https://doi.org/10.5194/isprs-annals-IV-2-W5-77-2019, https://doi.org/10.5194/isprs-annals-IV-2-W5-77-2019, 2019
S. Azimi, E. Vig, F. Kurz, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 19–23, https://doi.org/10.5194/isprs-archives-XLII-1-19-2018, https://doi.org/10.5194/isprs-archives-XLII-1-19-2018, 2018
F. Kurz, D. Waigand, P. Pekezou-Fouopi, E. Vig, C. Henry, N. Merkle, D. Rosenbaum, V. Gstaiger, S. Azimi, S. Auer, P. Reinartz, and S. Knake-Langhorst
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 251–256, https://doi.org/10.5194/isprs-archives-XLII-1-251-2018, https://doi.org/10.5194/isprs-archives-XLII-1-251-2018, 2018
K. Bittner, P. d’Angelo, M. Körner, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 103–108, https://doi.org/10.5194/isprs-archives-XLII-2-103-2018, https://doi.org/10.5194/isprs-archives-XLII-2-103-2018, 2018
Y. Xia, J. Tian, P. d’Angelo, and P. Reinartz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 303–309, https://doi.org/10.5194/isprs-annals-IV-2-303-2018, https://doi.org/10.5194/isprs-annals-IV-2-303-2018, 2018
Chia-Hsiang Yang and Uwe Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-3, 245–250, https://doi.org/10.5194/isprs-annals-IV-3-245-2018, https://doi.org/10.5194/isprs-annals-IV-3-245-2018, 2018
G. Mandlburger, N. Pfeifer, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 123–130, https://doi.org/10.5194/isprs-annals-IV-2-W4-123-2017, https://doi.org/10.5194/isprs-annals-IV-2-W4-123-2017, 2017
J. Mu, S. Cui, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 159–165, https://doi.org/10.5194/isprs-archives-XLII-1-W1-159-2017, https://doi.org/10.5194/isprs-archives-XLII-1-W1-159-2017, 2017
D. Cerra, D. Traganos, P. Gege, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 279–282, https://doi.org/10.5194/isprs-archives-XLII-1-W1-279-2017, https://doi.org/10.5194/isprs-archives-XLII-1-W1-279-2017, 2017
D. Traganos, D. Cerra, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 283–287, https://doi.org/10.5194/isprs-archives-XLII-1-W1-283-2017, https://doi.org/10.5194/isprs-archives-XLII-1-W1-283-2017, 2017
K. Bittner, S. Cui, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 481–486, https://doi.org/10.5194/isprs-archives-XLII-1-W1-481-2017, https://doi.org/10.5194/isprs-archives-XLII-1-W1-481-2017, 2017
T. Partovi, F. Fraundorfer, S. Azimi, D. Marmanis, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 653–657, https://doi.org/10.5194/isprs-archives-XLII-1-W1-653-2017, https://doi.org/10.5194/isprs-archives-XLII-1-W1-653-2017, 2017
C. H. Yang, Y. Pang, and U. Soergel
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 35–42, https://doi.org/10.5194/isprs-annals-IV-1-W1-35-2017, https://doi.org/10.5194/isprs-annals-IV-1-W1-35-2017, 2017
A. Schmidt, C. Kruse, F. Rottensteiner, U. Soergel, and C. Heipke
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B3, 701–708, https://doi.org/10.5194/isprs-archives-XLI-B3-701-2016, https://doi.org/10.5194/isprs-archives-XLI-B3-701-2016, 2016
F. Kurz, D. Rosenbaum, H. Runge, D. Cerra, G. Mattyus, and P. Reinartz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B2, 521–525, https://doi.org/10.5194/isprs-archives-XLI-B2-521-2016, https://doi.org/10.5194/isprs-archives-XLI-B2-521-2016, 2016
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