TH4.M2.3
LEVERAGING QUANTUM LATENT DIFFUSION MODELS FOR DATA AUGMENTATION ON THE EUROSAT DATASET
Francesca De Falco, University of Rome, Italy; Francesco Mauro, University of Sannio, Italy; Andrea Ceschini, University of Rome, Italy; Alessandro Sebastianelli, European Space Agency, Italy; Paolo Gamba, University of Pavia, Italy; Silvia Liberata Ullo, University of Sannio, Italy; Massimo Panella, University of Rome, Italy
Session:
TH4.M2: GRSS ESI TC / HDCRS WG - Hybrid Quantum-Classical Computing for Earth Observation II Oral
Track:
Community-Contributed Sessions
Location:
Room M2
Presentation Time:
Thursday, 7 August, 16:15 - 16:30
Session Co-Chairs:
Mihai Datcu, Politehnica University of Bucharest and Artur Miroszewski, Jagiellonian University
Presentation
Discussion
Resources
No resources available.
Session TH4.M2
TH4.M2.1: TO CENTER OR NOT TO CENTER? HYPERSPECTRAL DATA VS. QUANTUM COVARIANCE MATRICES
Artur Miroszewski, Jagiellonian University, Poland; Jakub Nalepa, Agata Wijata, KP Labs, Poland
TH4.M2.2: HYBRID QUANTUM-CLASSICAL NETWORK FOR HYPERSPECTRAL CHANGE DETECTION
Chia-Hsiang Lin, Tzu-Hsuan Lin, Ching-Yun Liang, National Cheng Kung University, Taiwan; Jocelyn Chanussot, Inria, France
TH4.M2.3: LEVERAGING QUANTUM LATENT DIFFUSION MODELS FOR DATA AUGMENTATION ON THE EUROSAT DATASET
Francesca De Falco, University of Rome, Italy; Francesco Mauro, University of Sannio, Italy; Andrea Ceschini, University of Rome, Italy; Alessandro Sebastianelli, European Space Agency, Italy; Paolo Gamba, University of Pavia, Italy; Silvia Liberata Ullo, University of Sannio, Italy; Massimo Panella, University of Rome, Italy
TH4.M2.4: HYBRID QUANTUM-CLASSICAL NEURAL NETWORK WITH BIT CUTTING FOR REMOTE SENSING IMAGE CLASSIFICATION
Yangyang Li, Haorui Yang, Zhengya Qi, Yuelin Li, Xidian University, China
TH4.M2.5: FIRST EVALUATION OF HYBRID QUANTUM NEURAL NETWORKS FOR VESSEL CLASSIFICATION IN RAW MULTISPECTRAL IMAGERY
Domenico Barretta, University of Campania, Italy; Lorenzo Papa, University of Rome “La Sapienza”, Italy; Gabriele Meoni, Alessandro Sebastianelli, European Space Agency, Italy
Resources
No resources available.