MO4.R4: Give Earth a Chance: Artificial Intelligence Meets Remote Sensing for Environmental Monitoring I
Mon, 8 Jul, 16:20 - 18:00
Location: Conference Hall 1
Session Type: Oral
Session Co-Chairs: Agata M. Wijata, KP Labs / Silesian University of Technology and Jakub Nalepa, KP Labs / Silesian University of Technology
Track: Community-Contributed Sessions
Mon, 8 Jul, 16:20 - 16:34

MO4.R4.1: MOUNTAIN GREEN COVER INDEX CALCULATION AT A NATIONAL SCALE USING WEAK AND SPARSE DATA
Natalia Verde, Petros Patias, Giorgos Mallinis, Aristotle University, Greece
Mon, 8 Jul, 16:34 - 16:48

MO4.R4.2: MULTI-SCALE CONTEXT FUSION FOR PIXEL-LEVEL NATURALNESS MAPPING USING SENTINEL-2 IMAGERY
Burak Ekim, Michael Schmitt, University of the Bundeswehr Munich, Germany
Mon, 8 Jul, 16:48 - 17:02

MO4.R4.3: SOIL ANALYSIS WITH VERY FEW LABELS USING SEMI-SUPERVISED HYPERSPECTRAL IMAGE CLASSIFICATION
Bartosz Grabowski, KP Labs, Poland; Agata M. Wijata, Lukasz Tulczyjew, KP Labs / Silesian University of Technology, Poland; Bertrand Le Saux, European Space Agency, Italy; Jakub Nalepa, KP Labs / Silesian University of Technology, Poland
Mon, 8 Jul, 17:02 - 17:16

MO4.R4.4: ESTIMATING SOIL PARAMETERS FROM HYPERSPECTRAL IMAGES USING ENSEMBLES OF CLASSIC AND DEEP MACHINE LEARNING MODELS
Wiktor Gacek, Silesian University of Technology, Poland; Lukasz Tulczyjew, Agata M. Wijata, KP Labs / Silesian University of Technology, Poland; Nicolas Longépé, Bertrand Le Saux, European Space Agency, Italy; Jakub Nalepa, KP Labs / Silesian University of Technology, Poland
Mon, 8 Jul, 17:16 - 17:30

MO4.R4.5: SUPERVISED MULTI-TASK LEARNING FOR TRACKING INLAND GLACIER FLOWS USING SENTINEL-1 TOPS DATA
Andrea Pulella, German Aerospace Center (DLR), Germany; Francescopaolo Sica, University of the Bundeswehr Munich, Germany; Pau Prats-Iraola, German Aerospace Center (DLR), Germany
Mon, 8 Jul, 17:30 - 17:44

MO4.R4.6: DEEP LEARNING FOR CROSS-DOMAIN BUILDING CHANGE DETECTION FROM MULTI-SOURCE VERY HIGH-RESOLUTION SATELLITE IMAGERY
Getachew Workineh Gella, Stefan Lang, Paris Lodron University of Salzburg(PLUS), Austria
Mon, 8 Jul, 17:44 - 17:58

MO4.R4.7: QUANTIFYING HETEROGENEOUS ECOSYSTEM SERVICES WITH MULTI-LABEL SOFT CLASSIFICATION
Zhihui Tian, John Upchurch, Geoffrey Simon, Jose Dubeux, Alina Zare, university of florida, United States; Chang Zhao, University of Florida, United States; Joel Harley, university of florida, United States