TU4.R14: Machine Learning for Image Processing and Synthesis
Tue, 18 Jul, 15:45 - 17:00 Pacific Time (UTC -7)
Location: Room 14
Session Type: Oral
Session Co-Chairs: Thomas Roßberg, University of the Bundeswehr Munich and Ilke Demir, Intel Labs
Track: AI and Big Data
Tue, 18 Jul, 15:45 - 15:57 Pacific Time (UTC -7)

TU4.R14.1: A NEW APPROACH FOR DOWNSCALING SOIL MOISTURE BY MERGING CONDITIONAL ADVERSARIAL NETWORKS AND PHYSICS-BASED PASSIVE MICROWAVE RETRIEVAL
Archana Kannan, Mahta Moghaddam, University of Southern California, United States; Grigorios Tsagkatakis, Foundation for Research and Technology-Hellas (FORTH), Greece
Tue, 18 Jul, 15:57 - 16:09 Pacific Time (UTC -7)

TU4.R14.2: DEEPFAKE SATELLITE IMAGERY DETECTION WITH MULTI-ATTENTION AND SUPER RESOLUTION
Umur Aybars Ciftci, Binghamton University, United States; Ilke Demir, Intel Labs, United States
Tue, 18 Jul, 16:09 - 16:21 Pacific Time (UTC -7)

TU4.R14.3: EFFICIENT AND RELIABLE QUANTILE APPROXIMATION FOR LARGE-SCALE EARTH OBSERVATION USING T-DIGEST
Michael Engel, Marco Körner, Technical University of Munich, Germany; Adrián Luna Cobos, European Union Satellite Centre, Spain; Matej Batic, Sinergise Laboratory for Geographical Information Systems LTD., Slovenia
Tue, 18 Jul, 16:21 - 16:33 Pacific Time (UTC -7)

TU4.R14.4: INTENSITY-BASED DEEP REMOTE SENSING IMAGE REGISTRATION FOR HIGH-RESOLUTION SATELLITE IMAGERY
Wonbin Kang, Yongil Kim, Seoul National University, South Korea
Tue, 18 Jul, 16:33 - 16:45 Pacific Time (UTC -7)

TU4.R14.5: BLIND SINGLE IMAGE-BASED THIN CLOUD REMOVAL USING CLOUD PERCEPTION INTEGRATED FOURIER CONVOLUTION NETWORK
Yujun Guo, Wei He, Hongyan Zhang, Wuhan University, China
Tue, 18 Jul, 16:45 - 17:00 Pacific Time (UTC -7)

TU4.R14.D: Discussion