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 106
Session Type: Oral
Session Co-Chairs: Jacqueline Le Moigne, NASA and Mihai Datcu, ROSA
Session Manager: Mark Angelo Purio
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, NASA Ames Research Center, United States; David Bell, Universities Space Research Association, United States; Eleanor Rieffel, Shon Grabbe, NASA Ames Research Center, 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