- Article
(3560 KB) - Metadata XML
- July 03, 2024
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLII-2/W16
https://doi.org/10.5194/isprs-archives-XLII-2-W16-235-2019
© 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-2-W16-235-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
17 Sep 2019
| 17 Sep 2019
FUSION OF FEATURE BASED AND DEEP LEARNING METHODS FOR CLASSIFICATION OF MMS POINT CLOUDS
D. Tosic
Photogrammetry and Remote Sensing, TechnicalUniversity of Munich (TUM), Germany
3D Mapping Solutions GmbH, 83607 Holzkirchen, Germany
S. Tuttas
3D Mapping Solutions GmbH, 83607 Holzkirchen, Germany
L. Hoegner
Photogrammetry and Remote Sensing, TechnicalUniversity of Munich (TUM), Germany
U. Stilla
Photogrammetry and Remote Sensing, TechnicalUniversity of Munich (TUM), Germany
Related authors
No articles found.
Antonia Bieringer, Olaf Wysocki, Sebastian Tuttas, Ludwig Hoegner, and Christoph Holst
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W5-2024, 55–62, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-55-2024, https://doi.org/10.5194/isprs-annals-X-4-W5-2024-55-2024, 2024
O. Wysocki, E. Grilli, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-W2-2022, 289–296, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-289-2022, https://doi.org/10.5194/isprs-annals-X-4-W2-2022-289-2022, 2022
L. Hoegner and G. Gleixner
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 387–394, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-387-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-387-2022, 2022
L. Lucks, P.-R. Hirt, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2022, 1063–1069, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1063-2022, https://doi.org/10.5194/isprs-archives-XLIII-B2-2022-1063-2022, 2022
O. Wysocki, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-2-W1-2022, 529–536, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-529-2022, https://doi.org/10.5194/isprs-archives-XLVI-2-W1-2022-529-2022, 2022
O. Wysocki, Y. Xu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-4-W2-2021, 45–52, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-45-2021, https://doi.org/10.5194/isprs-annals-VIII-4-W2-2021-45-2021, 2021
B. Borgmann, M. Hebel, M. Arens, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 131–138, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-131-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-131-2021, 2021
P.-R. Hirt, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 171–178, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-171-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-171-2021, 2021
M. Hödel, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 511–518, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-511-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-511-2021, 2021
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 729–736, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-729-2021, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-729-2021, 2021
O. Wysocki, B. Schwab, L. Hoegner, T. H. Kolbe, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2021, 17–24, https://doi.org/10.5194/isprs-annals-V-4-2021-17-2021, https://doi.org/10.5194/isprs-annals-V-4-2021-17-2021, 2021
T. Meyer, A. Brunn, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2021, 105–112, https://doi.org/10.5194/isprs-annals-V-4-2021-105-2021, https://doi.org/10.5194/isprs-annals-V-4-2021-105-2021, 2021
J. Zhu, Z. Ye, Y. Xu, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 111–118, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-111-2020, https://doi.org/10.5194/isprs-archives-XLIII-B2-2020-111-2020, 2020
C. Albrecht, S. Kraus, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2020, 205–209, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-205-2020, https://doi.org/10.5194/isprs-archives-XLIII-B1-2020-205-2020, 2020
Z. Ye, Y. Xu, C. Wei, X. Tong, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2020, 157–163, https://doi.org/10.5194/isprs-annals-V-1-2020-157-2020, https://doi.org/10.5194/isprs-annals-V-1-2020-157-2020, 2020
B. Borgmann, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 187–194, https://doi.org/10.5194/isprs-annals-V-2-2020-187-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-187-2020, 2020
R. Huang, Y. Xu, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 227–234, https://doi.org/10.5194/isprs-annals-V-2-2020-227-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-227-2020, 2020
R. Huang, W. Yao, Z. Ye, Y. Xu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 235–242, https://doi.org/10.5194/isprs-annals-V-2-2020-235-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-235-2020, 2020
A. Dinkel, L. Hoegner, A. Emmert, L. Raffl, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 687–693, https://doi.org/10.5194/isprs-annals-V-2-2020-687-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-687-2020, 2020
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 703–710, https://doi.org/10.5194/isprs-annals-V-2-2020-703-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-703-2020, 2020
Y. Xia, W. Liu, Z. Luo, Y. Xu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 933–940, https://doi.org/10.5194/isprs-annals-V-2-2020-933-2020, https://doi.org/10.5194/isprs-annals-V-2-2020-933-2020, 2020
U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 1–2, https://doi.org/10.5194/isprs-archives-XLII-2-W16-1-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W16-1-2019, 2019
C. Albrecht, S. Kraus, A. Zimmermann, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 13–20, https://doi.org/10.5194/isprs-archives-XLII-2-W16-13-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W16-13-2019, 2019
A. Hanel and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 103–110, https://doi.org/10.5194/isprs-archives-XLII-2-W16-103-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W16-103-2019, 2019
L. S. Tessema, R. Jaeger, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 227–234, https://doi.org/10.5194/isprs-archives-XLII-2-W16-227-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W16-227-2019, 2019
U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 1–2, https://doi.org/10.5194/isprs-annals-IV-2-W7-1-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-1-2019, 2019
R. Boerner, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 9–15, https://doi.org/10.5194/isprs-annals-IV-2-W7-9-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-9-2019, 2019
B. Borgmann, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 17–24, https://doi.org/10.5194/isprs-annals-IV-2-W7-17-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-17-2019, 2019
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 39–46, https://doi.org/10.5194/isprs-annals-IV-2-W7-39-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-39-2019, 2019
M. Hödel, T. Koch, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 55–62, https://doi.org/10.5194/isprs-annals-IV-2-W7-55-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-55-2019, 2019
R. Huang, Z. Ye, D. Hong, Y. Xu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 63–70, https://doi.org/10.5194/isprs-annals-IV-2-W7-63-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-63-2019, 2019
S. Palm, R. Sommer, A. Tessmann, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 129–136, https://doi.org/10.5194/isprs-annals-IV-2-W7-129-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-129-2019, 2019
C. Villamil Lopez and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 183–187, https://doi.org/10.5194/isprs-annals-IV-2-W7-183-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-183-2019, 2019
Y. Xu and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 211–219, https://doi.org/10.5194/isprs-annals-IV-2-W7-211-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-211-2019, 2019
J. Zhu, Y. Xu, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 235–242, https://doi.org/10.5194/isprs-annals-IV-2-W7-235-2019, https://doi.org/10.5194/isprs-annals-IV-2-W7-235-2019, 2019
R. Huang, Z. Ye, R. Boerner, W. Yao, Y. Xu, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 1015–1020, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1015-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-1015-2019, 2019
Z. Ye, Y. Xu, L. Hoegner, X. Tong, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W13, 147–153, https://doi.org/10.5194/isprs-archives-XLII-2-W13-147-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W13-147-2019, 2019
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W5, 357–364, https://doi.org/10.5194/isprs-annals-IV-2-W5-357-2019, https://doi.org/10.5194/isprs-annals-IV-2-W5-357-2019, 2019
C. Mallet, I. Dowman, G. Vosselman, U. Stilla, L. Halounova, and N. Paparoditis
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-5, 53–58, https://doi.org/10.5194/isprs-annals-IV-5-53-2018, https://doi.org/10.5194/isprs-annals-IV-5-53-2018, 2018
L. Hoegner, N. Pfaffenzeller, L. Wagner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1, 69–75, https://doi.org/10.5194/isprs-annals-IV-1-69-2018, https://doi.org/10.5194/isprs-annals-IV-1-69-2018, 2018
R. Boerner, Y. Xu, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 51–58, https://doi.org/10.5194/isprs-archives-XLII-1-51-2018, https://doi.org/10.5194/isprs-archives-XLII-1-51-2018, 2018
L. Hoegner, T. Abmayr, D. Tosic, S. Turzer, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1, 189–194, https://doi.org/10.5194/isprs-archives-XLII-1-189-2018, https://doi.org/10.5194/isprs-archives-XLII-1-189-2018, 2018
R. Boerner, Y. Xu, L. Hoegner, R. Baran, F. Steinbacher, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 109–116, https://doi.org/10.5194/isprs-archives-XLII-2-109-2018, https://doi.org/10.5194/isprs-archives-XLII-2-109-2018, 2018
B. Borgmann, M. Hebel, M. Arens, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 125–131, https://doi.org/10.5194/isprs-archives-XLII-2-125-2018, https://doi.org/10.5194/isprs-archives-XLII-2-125-2018, 2018
M. Chizhova, A. Gurianov, M. Hess, T. Luhmann, A. Brunn, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 241–250, https://doi.org/10.5194/isprs-archives-XLII-2-241-2018, https://doi.org/10.5194/isprs-archives-XLII-2-241-2018, 2018
A. Hanel, D. Kreuzpaintner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 425–432, https://doi.org/10.5194/isprs-archives-XLII-2-425-2018, https://doi.org/10.5194/isprs-archives-XLII-2-425-2018, 2018
A. Hanel, A. Mitschke, R. Boerner, D. Van Opdenbosch, L. Hoegner, D. Brodie, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2, 433–440, https://doi.org/10.5194/isprs-archives-XLII-2-433-2018, https://doi.org/10.5194/isprs-archives-XLII-2-433-2018, 2018
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 97–104, https://doi.org/10.5194/isprs-annals-IV-2-97-2018, https://doi.org/10.5194/isprs-annals-IV-2-97-2018, 2018
Z. Sun, Y. Xu, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2, 271–278, https://doi.org/10.5194/isprs-annals-IV-2-271-2018, https://doi.org/10.5194/isprs-annals-IV-2-271-2018, 2018
Y. Xu, Z. Sun, R. Boerner, T. Koch, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-3, 2009–2015, https://doi.org/10.5194/isprs-archives-XLII-3-2009-2018, https://doi.org/10.5194/isprs-archives-XLII-3-2009-2018, 2018
Y. Xu, R. Boerner, W. Yao, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W4, 185–191, https://doi.org/10.5194/isprs-annals-IV-2-W4-185-2017, https://doi.org/10.5194/isprs-annals-IV-2-W4-185-2017, 2017
B. Borgmann, M. Hebel, M. Arens, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W7, 203–210, https://doi.org/10.5194/isprs-archives-XLII-2-W7-203-2017, https://doi.org/10.5194/isprs-archives-XLII-2-W7-203-2017, 2017
R. Boerner, L. Hoegner, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 107–114, https://doi.org/10.5194/isprs-archives-XLII-1-W1-107-2017, https://doi.org/10.5194/isprs-archives-XLII-1-W1-107-2017, 2017
A. Hanel and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-1-W1, 181–188, https://doi.org/10.5194/isprs-archives-XLII-1-W1-181-2017, https://doi.org/10.5194/isprs-archives-XLII-1-W1-181-2017, 2017
Y. Xu, L. Hoegner, S. Tuttas, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 43–50, https://doi.org/10.5194/isprs-annals-IV-1-W1-43-2017, https://doi.org/10.5194/isprs-annals-IV-1-W1-43-2017, 2017
J. Gehrung, M. Hebel, M. Arens, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 107–114, https://doi.org/10.5194/isprs-annals-IV-1-W1-107-2017, https://doi.org/10.5194/isprs-annals-IV-1-W1-107-2017, 2017
S. Wuttke, W. Middelmann, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-1-W1, 165–173, https://doi.org/10.5194/isprs-annals-IV-1-W1-165-2017, https://doi.org/10.5194/isprs-annals-IV-1-W1-165-2017, 2017
Joachim Gehrung, Marcus Hebel, Michael Arens, and Uwe Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W1, 45–51, https://doi.org/10.5194/isprs-archives-XLII-2-W1-45-2016, https://doi.org/10.5194/isprs-archives-XLII-2-W1-45-2016, 2016
L. Hoegner, S. Tuttas, Y. Xu, K. Eder, and U. Stilla
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLI-B3, 241–246, https://doi.org/10.5194/isprs-archives-XLI-B3-241-2016, https://doi.org/10.5194/isprs-archives-XLI-B3-241-2016, 2016
A. Manandhar, L. Hoegner, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-3, 465–472, https://doi.org/10.5194/isprs-annals-III-3-465-2016, https://doi.org/10.5194/isprs-annals-III-3-465-2016, 2016
D. Marmanis, J. D. Wegner, S. Galliani, K. Schindler, M. Datcu, and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-3, 473–480, https://doi.org/10.5194/isprs-annals-III-3-473-2016, https://doi.org/10.5194/isprs-annals-III-3-473-2016, 2016
D. Iwaszczuk and U. Stilla
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., III-1, 3–8, https://doi.org/10.5194/isprs-annals-III-1-3-2016, https://doi.org/10.5194/isprs-annals-III-1-3-2016, 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