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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLII-1
https://doi.org/10.5194/isprs-archives-XLII-1-217-2018
© Author(s) 2018. 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-1-217-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
26 Sep 2018
| 26 Sep 2018
CLASSIFICATION AND REPRESENTATION OF COMMONLY USED ROOFING MATERIAL USING MULTISENSORIAL AERIAL DATA
R. Ilehag
Institute of Photogrammetry and Remote Sensing, Karlsruhe Institute of Technology, Germany
Department of Spatial Sciences, Curtin University, Perth, WA, Australia
D. Bulatov
Fraunhofer IOSB, Ettlingen, Germany
Department of Spatial Sciences, Curtin University, Perth, WA, Australia
P. Helmholz
Department of Spatial Sciences, Curtin University, Perth, WA, Australia
D. Belton
Department of Spatial Sciences, Curtin University, Perth, WA, Australia
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Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLII-2-W16, 111–118, https://doi.org/10.5194/isprs-archives-XLII-2-W16-111-2019, https://doi.org/10.5194/isprs-archives-XLII-2-W16-111-2019, 2019
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