2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

2020 IEEE International Geoscience and Remote Sensing Symposium

September 26 - October 2, 2020 • Virtual Symposium

FR1.R7: Data Fusion: The AI Era

Fri, 2 Oct, 12:00 - 14:00 (UTC)
Fri, 2 Oct, 20:00 - 22:00 China Standard Time (UTC +8)
Fri, 2 Oct, 14:00 - 16:00 Central Europe Summer Time (UTC +2)
Fri, 2 Oct, 05:00 - 07:00 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
Track: Invited Sessions
12:00-12:20 (UTC)
20:00-20:20 (UTC +8)
14:00-14:20 (UTC +2)
05:00-05:20 (UTC -7)

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
12:20-12:30 (UTC)
20:20-20:30 (UTC +8)
14:20-14:30 (UTC +2)
05:20-05:30 (UTC -7)

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
12:30-12:40 (UTC)
20:30-20:40 (UTC +8)
14:30-14:40 (UTC +2)
05:30-05:40 (UTC -7)

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
12:40-12:50 (UTC)
20:40-20:50 (UTC +8)
14:40-14:50 (UTC +2)
05:40-05:50 (UTC -7)

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
12:50-13:00 (UTC)
20:50-21:00 (UTC +8)
14:50-15:00 (UTC +2)
05:50-06:00 (UTC -7)

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
13:00-13:10 (UTC)
21:00-21:10 (UTC +8)
15:00-15:10 (UTC +2)
06:00-06:10 (UTC -7)

FR1.R7.6: PREDICTION OF SORGHUM BIOMASS USING TIME SERIES UAV-BASED HYPERSPECTRAL AND LIDAR DATA
Ali Masjedi, Melba Crawford, Purdue University, United States
13:10-13:20 (UTC)
21:10-21:20 (UTC +8)
15:10-15:20 (UTC +2)
06:10-06:20 (UTC -7)

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
13:20-13:30 (UTC)
21:20-21:30 (UTC +8)
15:20-15:30 (UTC +2)
06:20-06:30 (UTC -7)

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