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03 Aug 2020
DETECTION OF UNDOCUMENTED BUILDINGS USING CONVOLUTIONAL NEURAL NETWORK AND OFFICIAL GEODATA
Q. Li, Y. Shi, S. Auer, R. Roschlaub, K. Möst, M. Schmitt, and X. X. Zhu
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Calving front monitoring at sub-seasonal resolution: a deep learning application to Greenland glaciers
Erik Loebel, Mirko Scheinert, Martin Horwath, Angelika Humbert, Julia Sohn, Konrad Heidler, Charlotte Liebezeit, and Xiao Xiang Zhu
The Cryosphere Discuss., https://doi.org/10.5194/tc-2023-52,https://doi.org/10.5194/tc-2023-52, 2023
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MDAS: a new multimodal benchmark dataset for remote sensing
Jingliang Hu, Rong Liu, Danfeng Hong, Andrés Camero, Jing Yao, Mathias Schneider, Franz Kurz, Karl Segl, and Xiao Xiang Zhu
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GRAPH NEURAL NETWORK BASED OPEN-SET DOMAIN ADAPTATION
S. Zhao, S. Saha, and X. X. Zhu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2022, 1407–1413, https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1407-2022,https://doi.org/10.5194/isprs-archives-XLIII-B3-2022-1407-2022, 2022
GENERATION OF REFERENCE VEHICLE TRAJECTORIES IN REAL-WORLD SITUATIONS USING AERIAL IMAGERY FROM A HELICOPTER
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
EXPLORING CROSS-CITY SEMANTIC SEGMENTATION OF ALS POINT CLOUDS
Y. Xie, K. Schindler, J. Tian, and X. X. Zhu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 247–254, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-247-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-247-2021, 2021
FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION
P. Ebel, S. Saha, and X. X. Zhu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2021, 243–249, https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-243-2021,https://doi.org/10.5194/isprs-archives-XLIII-B3-2021-243-2021, 2021
SENTINEL-2 SURFACE REFLECTANCE PRODUCTS GENERATED BY CNES AND DLR: METHODS, VALIDATION AND APPLICATIONS
O. Hagolle, J. Colin, S. Coustance, P. Kettig, P. D’Angelo, S. Auer, G. Doxani, and C. Desjardins
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2021, 9–15, https://doi.org/10.5194/isprs-annals-V-1-2021-9-2021,https://doi.org/10.5194/isprs-annals-V-1-2021-9-2021, 2021
SPATIAL-SPECTRAL MANIFOLD EMBEDDING OF HYPERSPECTRAL DATA
D. Hong, J. Yao, X. Wu, J. Chanussot, and X. Zhu
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B3-2020, 423–428, https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-423-2020,https://doi.org/10.5194/isprs-archives-XLIII-B3-2020-423-2020, 2020