TU2.R11: GRSS ESI/HDCRS - Harnessing the Power of Quantum Computing for Machine Learning
Tue, 18 Jul, 10:15 - 11:30 Pacific Time (UTC -7)
Location: Room 11
Session Type: Oral
Session Co-Chairs: Jacqueline Le Moigne, NASA and Mihai Datcu, ROSA
Track: Community-Contributed Sessions
Tue, 18 Jul, 10:15 - 10:27 Pacific Time (UTC -7)

TU2.R11.1: HYPER-SPECTRAL IMAGE CLASSIFICATION USING ADIABATIC QUANTUM COMPUTATION
Bartlomiej Gardas, Przemysław Glomb, Przemysław Sadowski, Zbigniew Puchala, Konrad Jalowiecki, Łukasz Pawela, Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Poland; Orphée Faucoz, Pierre-Marie Brunet, Centre National d'Études Spatiales, France; Piotr Gawron, AstroCeNT, Nicolaus Copernicus Astronomical Center, Polish Academy of Sciences, Poland; Matthijs van Waveren, Mickaël Savinaud, Guillaume Pasero, Veronique Defonte, CS GROUP, France
Tue, 18 Jul, 10:27 - 10:39 Pacific Time (UTC -7)

TU2.R11.2: MULTICLASS LAND USE / LAND COVER (LULC) CLASSIFICATION USING QUANTUM ENHANCED MACHINE LEARNING ALGORITHMS
Manuel Fernandez-Urrutia, Emil Dimitrov, Venkatesh Kannan, Irish Centre for High End Computing, Ireland
Tue, 18 Jul, 10:39 - 10:51 Pacific Time (UTC -7)

TU2.R11.3: Quantum-Assisted Variational Segmentation for Image-to-Image Wildfire Detection Using Satellite Data
Ata Akbari Asanjan, Lucas Brady, Zoe Gonzalez Izquierdo, P. Aaron Lott, Milad Memarzadeh, Nishchay Suri, Eleanor Rieffel, Shon Grabbe, NASA Ames Research Center, United States; David Bell, Universities Space Research Association, United States
Tue, 18 Jul, 10:51 - 11:03 Pacific Time (UTC -7)

TU2.R11.4: QUANTUM OPTIMIZATION FOR PHASE UNWRAPPING IN SAR INTERFEROMETRY
Kay Glatting, Jan Meyer, Sigurd Huber, Gerhard Krieger, German Aerospace Center (DLR), Germany
Tue, 18 Jul, 11:03 - 11:15 Pacific Time (UTC -7)

TU2.R11.5: REMOVING SOLAR BACKGROUND NOISE FROM LIDAR IMAGE USING DEEP LEARNING THROUGH QUANTUM RESERVOIR COMPUTING
Yongxiang Hu, NASA Langley Research Center, United States; Prajnesh Kumar, Quantum Computing Inc, United States; Yuping Huang, Quantum Computing Inc and Stevens Institute of Tech, United States
Tue, 18 Jul, 11:15 - 11:30 Pacific Time (UTC -7)

TU2.R11.D: Discussion