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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU2.MM-26.4

TOWARDS OUT-OF-DISTRIBUTION DETECTION FOR REMOTE SENSING

Jakob Gawlikowski, German Aerospace Center (DLR), Germany; Sudipan Saha, Anna Kruspe, Xiao Xiang Zhu, Technical University of Munich, Germany
Session:
Student Paper Contest I
Track:
Student Paper Competition
Presentation Time:
Tue, 13 Jul, 13:00-13:20 (UTC)
Tue, 13 Jul, 15:00-15:20 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 21:00-21:20 China Standard Time (UTC +8)
Tue, 13 Jul, 09:00-09:20 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Francesca Bovolo, Fondazione Bruno Kessler and David M. Le Vine, NASA Goddard Space Flight Center
Session Manager:
Max Felius
Presentation
Discussion
Resources
Session TU2.MM-26
TU2.MM-26.1: A Machine Learning Approach to Mass-Conserving Ice Thickness Interpolation
Thomas Teisberg, Dustin Schroeder, Emma MacKie, Stanford University, United States
TU2.MM-26.2: ROTATION CONSISTENCY-PRESERVED GENERATIVE ADVERSARIAL NETWORKS FOR CROSS-DOMAIN AERIAL IMAGE SEMANTIC SEGMENTATION
Te Shi, Yansheng Li, Yongjun Zhang, School of Remote Sensing and Information Engineering, Wuhan University, China
TU2.MM-26.3: SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES COMBINING HIERARCHICAL PROBABILISTIC GRAPHICAL MODELS AND DEEP CONVOLUTIONAL NEURAL NETWORKS
Martina Pastorino, Gabriele Moser, Sebastiano Serpico, Università degli Studi di Genova, Italy; Josiane Zerubia, Université Cote d’Azur, France
TU2.MM-26.4: TOWARDS OUT-OF-DISTRIBUTION DETECTION FOR REMOTE SENSING
Jakob Gawlikowski, German Aerospace Center (DLR), Germany; Sudipan Saha, Anna Kruspe, Xiao Xiang Zhu, Technical University of Munich, Germany
TU2.MM-26.5: POSSIBLE EVIDENCE OF EARTHQUAKE PRECURSORS OBSERVED IN IONOSPHERIC SCINTILLATION EVENTS OBSERVED FROM SPACEBORNE GNSS-R DATA
Carlos Molina, Badr-Eddine Boudriki Semlali, Hyuk Park, Adriano Camps, Universitat Politècnica de Catalunya, Spain

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