TU4.R11.1

COMPARISON OF QUANTUM NEURAL NETWORK ALGORITHMS FOR EARTH OBSERVATION DATA CLASSIFICATION

Matthijs van Waveren, Mickaël Savinaud, Guillaume Pasero, Veronique Defonte, CS GROUP, France; Pierre-Marie Brunet, Orphée Faucoz, Centre National d'Études Spatiales, France; Piotr Gawron, AstroCeNT, Nicolaus Copernicus Astronomical Center, Polish Academy of Sciences, Poland; Bartlomiej Gardas, Zbigniew Puchala, Łukasz Pawela, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Poland
Session:
TU4.R11: GRSS ESI/HDCRS - Quantum Computing Next Generation HPC Oral
Track:
Community-Contributed Sessions
Location:
Room 106
Presentation Time:
Tue, 18 Jul, 15:45 - 15:57 Pacific Time (UTC -8)
Session Co-Chairs:
Gabriele Cavallaro, Forschungszentrum Jülich and Mihai Datcu, ROSA
Session Manager:
Suhaimee Buya
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Session TU4.R11
TU4.R11.1: COMPARISON OF QUANTUM NEURAL NETWORK ALGORITHMS FOR EARTH OBSERVATION DATA CLASSIFICATION
Matthijs van Waveren, Mickaël Savinaud, Guillaume Pasero, Veronique Defonte, CS GROUP, France; Pierre-Marie Brunet, Orphée Faucoz, Centre National d'Études Spatiales, France; Piotr Gawron, AstroCeNT, Nicolaus Copernicus Astronomical Center, Polish Academy of Sciences, Poland; Bartlomiej Gardas, Zbigniew Puchala, Łukasz Pawela, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Poland
TU4.R11.2: ADIABATIC QUANTUM KITCHEN SINKS WITH PARALLEL ANNEALING FOR REMOTE SENSING REGRESSION PROBLEMS
Edoardo Pasetto, Forschungszentrum Jülich, Germany; Morris Riedel, University of Iceland, Iceland; Kristel Michielsen, Gabriele Cavallaro, Forschungszentrum Jülich, Germany
TU4.R11.3: QUANTUM-INSPIRED TENSOR NETWORK FOR EARTH SCIENCE
Soronzonbold Otgonbaatar, German Aerospace Center, Germany; Dieter Kranzlmüller, Ludwig-Maximilians-Universität München, Germany
TU4.R11.4: OPTIMIZING KERNEL-TARGET ALIGNMENT FOR CLOUD DETECTION IN MULTISPECTRAL SATELLITE IMAGES
Artur Miroszewski, Jakub Mielczarek, Filip Szczepanek, Grzegorz Czelusta, Jagiellonian University, Poland; Bartosz Grabowski, KP Labs, Poland; Bertrand Le Saux, European Space Agency, Poland; Jakub Nalepa, KP Labs / Silesian University of Technology, Poland
TU4.R11.5: CLOUD DETECTION IN MULTISPECTRAL SATELLITE IMAGES USING SUPPORT VECTOR MACHINES WITH QUANTUM KERNELS
Artur Miroszewski, Jakub Mielczarek, Filip Szczepanek, Grzegorz Czelusta, Jagiellonian University, Poland; Bartosz Grabowski, KP Labs, Poland; Bertrand Le Saux, European Space Agency, Poland; Jakub Nalepa, KP Labs / Silesian University of Technology, Poland
Resources
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