FR1.R7.2

ADDRESSING RELIABILITY OF MULTIMODAL REMOTE SENSING TO ENHANCE MULTISENSOR DATA FUSION AND TRANSFER LEARNING

Andrea Marinoni, Saloua Chlaily, UiT The Arctic University of Norway, Norway; Christian Jutten, University of Grenoble Alpes, France

Session:
Data Fusion: The AI Era

Track:
Invited Sessions

Presentation Time:
Fri, 2 Oct, 12:20-12:30 (UTC)
Fri, 2 Oct, 20:20-20:30 China Standard Time (UTC +8)
Fri, 2 Oct, 14:20-14:30 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 05:20-05:30 Pacific Daylight Time (UTC -7)

Session Co-Chairs:
Naoto Yokoya, RIKEN Center for Advanced Intelligence Project (AIP) and Ronny Hänsch, German Aerospace Center (DLR)
Session Managers:
Shivam Pande and Genc Hoxha

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Session

FR1.R7.1: CHANGE DETECTION WITH HETEROGENEOUS REMOTE SENSING DATA: FROM SEMI-PARAMETRIC REGRESSION TO DEEP LEARNING
Gabriele Moser, University of Genoa, Italy; Stian Anfinsen, Luigi Luppino, UiT The Arctic University of Norway, Norway; Sebastiano Serpico, University of Genoa, Italy
FR1.R7.2: ADDRESSING RELIABILITY OF MULTIMODAL REMOTE SENSING TO ENHANCE MULTISENSOR DATA FUSION AND TRANSFER LEARNING
Andrea Marinoni, Saloua Chlaily, UiT The Arctic University of Norway, Norway; Christian Jutten, University of Grenoble Alpes, France
FR1.R7.3: POWER SERIES MODULE FOR SEMANTIC SEGMENTATION IN REMOTE SENSING IMAGE
Kunping Yang, Zicheng Liu, Gui-Song Xia, Liangpei Zhang, State Key Laboratory of LIESMARS, Wuhan University, China
FR1.R7.4: Filtering Internal tides from wide-swath altimeter data using Convolutional Neural Networks
Redouane Lguensat, Université Grenoble Alpes, France; Ronan Fablet, IMT Atlantique, France; Julien Le Sommer, Sammy Metref, Emmanuel Cosme, Université Grenoble Alpes, France; Kaouther Ouenniche, Lucas Drumetz, IMT Atlantique, France; Jonathan Gula, Ifremer, France
FR1.R7.5: REFERENCE-FREE DESPECKLING OF SYNTHETIC-APERTURE RADAR IMAGES USING A DEEP CONVOLUTIONAL NETWORK
Timothy Davis, Vinit Jain, Andreas Ley, Olivier D'Hondt, Technische Universität Berlin, Germany; Sébastien Valade, German Research Centre for Geosciences (GFZ), Germany; Olaf Hellwich, Technische Universität Berlin, Germany
FR1.R7.6: PREDICTION OF SORGHUM BIOMASS USING TIME SERIES UAV-BASED HYPERSPECTRAL AND LIDAR DATA
Ali Masjedi, Melba Crawford, Purdue University, United States
FR1.R7.7: BUILDING INSTANCE SEGMENTATION AND BOUNDARY REGULARIZATION FROM HIGH-RESOLUTION REMOTE SENSING IMAGES
Wufan Zhao, Claudio Persello, Alfred Stein, University of Twente, Netherlands
FR1.R7.8: Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data
Adam Van Etten, Jacob Shermeyer, Daniel Hogan, Nicholas Weir, Ryan Lewis, In-Q-Tel CosmiQ Works, United States