GC2.G.4
HYPERDEEP: COMPARISON OF AI-BASED METHODS FOR PREDICTING CHEMICAL COMPONENTS IN HYPERSPECTRAL IMAGES
Alberto Velasco-Mata, Noelia Vallez, Jesus Ruiz-Santaquiteria, Anibal Pedraza, Oscar Deniz, Gloria Bueno, University of Castilla-La Mancha, Spain
Session:
Seeing beyond the visible: Estimating soil parameters from hyperspectral images
Track:
Challenge Sessions
Location:
Room G
Presentation Time:
Sun, 16 Oct, 17:45 - 18:00 China Standard Time (UTC +8)
Sun, 16 Oct, 11:45 - 12:00 Central European Time (UTC +2)
Sun, 16 Oct, 09:45 - 10:00 UTC
Sun, 16 Oct, 05:45 - 06:00 Eastern Time (UTC -4)
Sun, 16 Oct, 11:45 - 12:00 Central European Time (UTC +2)
Sun, 16 Oct, 09:45 - 10:00 UTC
Sun, 16 Oct, 05:45 - 06:00 Eastern Time (UTC -4)
Session Chair:
Jakub Nalepa, Silesian University of Technology and KP Labs, Poland
Presentation
Discussion
Resources
No resources available.
Session GC2.G
GC2.G.1: THE HYPERVIEW CHALLENGE: ESTIMATING SOIL PARAMETERS FROM HYPERSPECTRAL IMAGES
Jakub Nalepa, Michal Kawulok, Silesian University of Technology, Poland; Bertrand Le Saux, Nicolas Longépé, European Space Agency, Italy; Lukasz Tulczyjew, Michal Myller, Michal Gumiela, KP Labs, Poland; Krzysztof Smykala, QZ Solutions, Poland
GC2.G.2: PREDICTING SOIL PROPERTIES FROM HYPERSPECTRAL SATELLITE IMAGES
Rıdvan Salih Kuzu, The Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR), Germany; Frauke Albrecht, Caroline Arnold, German Climate Computing Centre DKRZ, Germany; Roshni Kamath, Jülich Supercomputing Centre, Forschungszentrum Jülich GmbH, Germany; Kai Konen, Institute for Software Technology, German Aerospace Center (DLR), Germany
GC2.G.3: AI4EO HYPERVIEW: A SPECTRALNET3D AND RNNPLUS APPROACH FOR SUSTAINABLE SOIL PARAMETER ESTIMATION ON HYPERSPECTRAL IMAGE DATA
Claudius Zelenka, Mirjam Bayer, Peer Kröger, Kiel University, Germany; Andreas Lohrer, Kiel University / LMU Munich, Germany
GC2.G.4: HYPERDEEP: COMPARISON OF AI-BASED METHODS FOR PREDICTING CHEMICAL COMPONENTS IN HYPERSPECTRAL IMAGES
Alberto Velasco-Mata, Noelia Vallez, Jesus Ruiz-Santaquiteria, Anibal Pedraza, Oscar Deniz, Gloria Bueno, University of Castilla-La Mancha, Spain