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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

FR4.O-17: Physics-aware AI4EO and Simulation
Fri, 16 Jul, 14:40 - 16:10 (UTC)
Fri, 16 Jul, 16:40 - 18:10 Central Europe Summer Time (UTC +2)
Fri, 16 Jul, 22:40 - 00:10 China Standard Time (UTC +8)
Fri, 16 Jul, 10:40 - 12:10 Eastern Daylight Time (UTC -4)
Session Co-Chairs: Bertrand Le Saux, ESA - European Space Agency and Nicolas Longepe, ESA
Session Manager: Alex Levering
Track: Invited Sessions

FR4.O-17.1: PHYSICS-AWARE MACHINE LEARNING FOR GEOSCIENCES AND REMOTE SENSING
Gustau Camps-Valls, Daniel H. Svendsen, Jordi Cortés, Alvaro Moreno-Martínez, Adrián Pérez-Suay, Jose Adsuara, Irene Martin, Maria Piles, Jordi Muñoz-Marí, Luca Martino, Universitat de València, Spain

FR4.O-17.3: ZOOMING INTO UNCERTAINTIES: TOWARDS FUSING MULTI ZOOM LEVEL IMAGERY FOR URBAN LAND USE SEGMENTATION
Eike Jens Hoffmann, Technical University of Munich (TUM), Germany; Mohsin Ali, German Aerospace Center (DLR), Germany; Xiao Xiang Zhu, Technical University of Munich (TUM) / German Aerospace Center (DLR), Germany

FR4.O-17.4: LIVEABILITY FROM ABOVE: UNDERSTANDING QUALITY OF LIFE WITH OVERHEAD IMAGERY AND DEEP NEURAL NETWORKS
Alex Levering, Diego Marcos, Wageningen University, Netherlands; Devis Tuia, École Polytechnique Fédérale de Lausanne, Switzerland

FR4.O-17.5: Classification and Generation of Earth Observation Images Using a Joint Energy-based Model
Javiera Castillo-Navarro, ONERA / Université Bretagne Sud, France; Bertrand Le Saux, European Space Agency (ESA), Italy; Alexandre Boulch, valeo.ai, France; Sébastien Lefèvre, Université Bretagne Sud, France

FR4.O-17.6: HAZE AND SMOKE REMOVAL FOR VISUALIZATION OF MULTISPECTRAL IMAGES: A DNN PHYSICS AWARE ARCHITECTURE
Iulia Coca Neagoe, Corina Vaduva, Research Center for Spatial Information (CEOSpaceTech), University POLITEHNICA of Bucharest (UPB), Romania; Mihai Datcu, Research Center for Spatial Information (CEOSpaceTech), University POLITEHNICA of Bucharest (UPB) and Earth Observation Center (EOC), German Aerospace Center (DLR), Romania

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