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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE3.O-9.5

EARTH OBSERVATION IMAGE SEMANTICS: LATENT DIRICHLET ALLOCATION BASED INFORMATION DISCOVERY

Reza Mohammadi Asiyabi, 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
Session:
Remote Sensing Image Classification Using Machine Learning II
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Wed, 14 Jul, 13:25-13:40 (UTC)
Wed, 14 Jul, 15:25-15:40 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 21:25-21:40 China Standard Time (UTC +8)
Wed, 14 Jul, 09:25-09:40 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Fabio Dell'Acqua, University of Pavia and Begüm Demir, Technische Universität Berlin
Session Manager:
Miguel Hoyo García
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Session WE3.O-9
WE3.O-9.1: QUANTUM SUPPORT VECTOR MACHINE ALGORITHMS FOR REMOTE SENSING DATA CLASSIFICATION
Amer Delilbasic, University of Trento, Italy; Gabriele Cavallaro, Madita Willsch, Forschungszentrum Jülich, Germany; Farid Melgani, University of Trento, Italy; Morris Riedel, University of Iceland, Iceland; Kristel Michielsen, Forschungszentrum Jülich, Germany
WE3.O-9.3: GENETIC ALGORITHM FOR IMPROVED TRANSFER LEARNING THROUGH BAGGING COLOR-ADJUSTED MODELS
Gabriel Dax, Moritz Laass, Martin Werner, Technical University of Munich, Germany
WE3.O-9.4: GENERATION OF ATTRIBUTES FOR HIGHLY IMBALANCED LAND COVER DATA
Dominik Koßmann, Thorsten Wilhelm, Gernot A. Fink, TU Dortmund University, Germany
WE3.O-9.5: EARTH OBSERVATION IMAGE SEMANTICS: LATENT DIRICHLET ALLOCATION BASED INFORMATION DISCOVERY
Reza Mohammadi Asiyabi, 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
WE3.O-9.6: AUTOMATING SEA ICE CHARACTERISATION FROM X-BAND SAR WITH CO-LOCATED AIRBORNE LASER SCANNER DATA OBTAINED DURING THE MOSAIC EXPEDITION
Karl Kortum, University of Bremen / German Aerospace Center (DLR), Germany; Suman Singha, German Aerospace Center (DLR), Germany; Gunnar Spreen, University of Bremen, Germany; Stefan Hendricks, Alfred-Wegener-Institute Helmholtz Center for Polar and Marine Research (AWI), Germany

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