MO4.R10.6

MULTICLASS LAND USE / LAND COVER (LULC) CLASSIFICATION USING QUANTUM ENHANCED SUPPORT VECTOR MACHINES

Divyajyoti Sarkar, Emil Dimitrov, Pablo Suarez Vieites, Irish Centre for High End Computing, University of Galway, Ireland, Ireland; Manuel Fernandez-Urrutia, SEIDOR S.A., Calle Eix Onze de Setembre, 41, 08500 Vic, Barcelona, Spain, Ireland; Venkatesh Kannan, Prakash P.S., Irish Centre for High End Computing, University of Galway, Ireland, Ireland
Session:
MO4.R10: GRSS ESI TC / HDCRS WG - Quantum Computing Next Generation HPC Oral
Track:
Community-Contributed Sessions
Location:
Jupiter Hall
Presentation Time:
Mon, 8 Jul, 17:30 - 17:44
Session Co-Chairs:
Gabriele Cavallaro, Forschungszentrum Jülich and Mihai Datcu, University Politehnica of Bucharest
Presentation
Discussion
Resources
No resources available.
Session MO4.R10
MO4.R10.1: REVERSE QUANTUM ANNEALING FOR HYBRID QUANTUM-CLASSICAL SATELLITE MISSION PLANNING
Amer Delilbasic, Forschungszentrum Jülich, Germany; Bertrand Le Saux, European Space Agency, Italy; Morris Riedel, University of Iceland, Iceland; Kristel Michielsen, Gabriele Cavallaro, Forschungszentrum Jülich, Germany
MO4.R10.2: USING QUANTUM COMPUTING TO RETRIEVE HIGH QUALITY AEROSOL INFORMATION FROM NOISY DAYTIME SPACE-BASED LIDAR MEASUREMENTS
Yuping Huang, Quantum Computing Inc, United States; Charles Trepte, Yongxiang Hu, NASA Langley Research Center, United States
MO4.R10.3: Quantum Neural Network Based Cloud Cover Parameterization for Climate Models
Lorenzo Pastori, Arthur Grundner, Mierk Schwabe, Veronika Eyring, Deutsches Zentrum für Luft- und Raumfahrt (DLR), Institut für Physik der Atmosphäre, Oberpfaffenhofen, Germany, Germany
MO4.R10.4: QUANTUM KERNEL METHODS FOR INSAR PHASE UNWRAPPING
Kay Luca Florian Glatting, Jan Meyer, Sigurd Huber, Gerhard Krieger, German Aerospace Center, Germany
MO4.R10.5: A CNN ARCHITECTURE TAILORED FOR QUANTUM FEATURE MAP-BASED RADAR SOUNDER SIGNAL SEGMENTATION
Raktim Ghosh, Fondazione Bruno Kessler, Italy, Germany; Amer Delilbasic, Gabriele Cavallaro, Jülich Supercomputing Centre (JSC), Forschungszentrum Jülich, Germany and University of Iceland, Iceland, Germany; Francesca Bovolo, Fondazione Bruno Kessler, Italy, Italy
MO4.R10.6: MULTICLASS LAND USE / LAND COVER (LULC) CLASSIFICATION USING QUANTUM ENHANCED SUPPORT VECTOR MACHINES
Divyajyoti Sarkar, Emil Dimitrov, Pablo Suarez Vieites, Irish Centre for High End Computing, University of Galway, Ireland, Ireland; Manuel Fernandez-Urrutia, SEIDOR S.A., Calle Eix Onze de Setembre, 41, 08500 Vic, Barcelona, Spain, Ireland; Venkatesh Kannan, Prakash P.S., Irish Centre for High End Computing, University of Galway, Ireland, Ireland
MO4.R10.7: QSPECKLEFILTER: A QUANTUM MACHINE LEARNING APPROACH FOR SAR SPECKLE FILTERING
Francesco Mauro, University of Sannio, Italy; Alessandro Sebastianelli, European Space Agency, Italy; Maria Pia Del Rosso, University of Sannio, Italy; Paolo Gamba, University of Pavia, Italy; Silvia Liberata Ullo, University of Sannio, Italy
Resources
No resources available.