TH4.R10: AI-based Methods for EO Data Compression
Thu, 20 Jul, 15:45 - 17:00 Pacific Time (UTC -8)
Location: Room 101
Session Type: Oral
Session Co-Chairs: Paola Rizzoli, DLR and Mihai Ivanovici, Transilvania University of Brasov
Session Manager: Ayoti Banerjee
Track: Community-Contributed Sessions
Thu, 20 Jul, 15:45 - 15:57 Pacific Time (UTC -8)

TH4.R10.1: AI-BASED PERFORMANCE-OPTIMIZED QUANTIZATION FOR FUTURE SAR SYSTEMS
Nicola Gollin, Michele Martone, Gerhard Krieger, Paola Rizzoli, German Aerospace Center (DLR), Germany
Thu, 20 Jul, 15:57 - 16:09 Pacific Time (UTC -8)

TH4.R10.2: EXPONENTIAL FEATURE EXTRACTION AND LEARNING FOR PIXEL-WISE HYPERSPECTRAL IMAGE COMPRESSION
Mihai Ivanovici, Kamal Marandskiy, Transilvania University of Brasov, Romania
Thu, 20 Jul, 16:09 - 16:21 Pacific Time (UTC -8)

TH4.R10.3: HYSPECNET-11K: A LARGE-SCALE HYPERSPECTRAL DATASET FOR BENCHMARKING LEARNING-BASED HYPERSPECTRAL IMAGE COMPRESSION METHODS
Martin Hermann Paul Fuchs, Begüm Demir, Technische Universität Berlin, Germany
Thu, 20 Jul, 16:21 - 16:33 Pacific Time (UTC -8)

TH4.R10.4: ON-BOARD IMAGE COMPRESSION USING CONVOLUTIONAL AUTOENCODER: PERFORMANCE ANALYSIS AND APPLICATION SCENARIOS
Giorgia Guerrisi, Giovanni Schiavon, Fabio Del Frate, Tor Vergata University of Rome, Italy
Thu, 20 Jul, 16:33 - 16:45 Pacific Time (UTC -8)

TH4.R10.5: COMPLEX-VALUED AUTOENCODER FOR MULTI-POLARIZATION SLC SAR DATA COMPRESSION WITH SIDE INFORMATION
Reza Mohammadi Asiyabi, Andrei Anghel, University POLITEHNICA of Bucharest, Romania; Paola Rizzoli, Michele Martone, German Aerospace Center (DLR), Germany; Mihai Datcu, University POLITEHNICA of Bucharest, Romania
Thu, 20 Jul, 16:45 - 17:00 Pacific Time (UTC -8)

TH4.R10.D: Discussion