IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical

WE3.O-9: Remote Sensing Image Classification Using Machine Learning II

Wed, 14 Jul, 12:25 - 13:55 (UTC)
Wed, 14 Jul, 14:25 - 15:55 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 20:25 - 21:55 China Standard Time (UTC +8)
Wed, 14 Jul, 08:25 - 09:55 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

Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

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

WE3.O-9.1: QUANTUM SUPPORT VECTOR MACHINE ALGORITHMS FOR REMOTE SENSING DATA CLASSIFICATION

WE3.O-9.3: GENETIC ALGORITHM FOR IMPROVED TRANSFER LEARNING THROUGH BAGGING COLOR-ADJUSTED MODELS

WE3.O-9.4: GENERATION OF ATTRIBUTES FOR HIGHLY IMBALANCED LAND COVER DATA

WE3.O-9.5: EARTH OBSERVATION IMAGE SEMANTICS: LATENT DIRICHLET ALLOCATION BASED INFORMATION DISCOVERY

WE3.O-9.6: AUTOMATING SEA ICE CHARACTERISATION FROM X-BAND SAR WITH CO-LOCATED AIRBORNE LASER SCANNER DATA OBTAINED DURING THE MOSAIC EXPEDITION

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