TU4.R14: Machine Learning for Image Processing and Synthesis
Tue, 18 Jul, 15:45 - 17:00 Pacific Time (UTC -7)
Location: Room E
Session Type: Oral
Session Chair: Ilke Demir, Intel Labs
Session Manager: Ayoti Banerjee
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, University of Southern California, United States; Grigorios Tsagkatakis, Foundation for Research and Technology-Hellas (FORTH), Greece; Mahta Moghaddam, University of Southern California, United States
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, Technical University of Munich, Germany; Adrián Luna Cobos, European Union Satellite Centre, Spain; Matej Batic, Sinergise Laboratory for Geographical Information Systems LTD., Slovenia; Marco Körner, Technical University of Munich, Germany
Tue, 18 Jul, 16:21 - 16:33 Pacific Time (UTC -7)

TU4.R14.4: 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, 16:33 - 16:45 Pacific Time (UTC -7)

TU4.R14.5: A MACHINE LEARNING APPROACH FOR HIGH RESOLUTION FRACTIONAL VEGETATION COVER ESTIMATION USING PLANET CUBESAT AND RGB DRONE DATA FUSION
Jacob Nesslage, Brittany Lopez Barreto, Adam Weingram, Erin Hestir, University of California, Merced, United States
Tue, 18 Jul, 16:45 - 17:00 Pacific Time (UTC -7)

TU4.R14.D: Discussion