TH2.R3: Synthetic Remote Sensing Image Synthesis, Quality and Deepfake Detection
Oral
Thu, 13 Aug, 11:00 - 12:15
Location: TBD
Session Type: Oral
Session Co-Chairs: Jacob Arndt, Oak Ridge National Laboratory and Ilke Demir, Cauth AI
Track: Community Contributed Themes
Click the to view the manuscript on IEEE Xplore Open Preview
Thu, 13 Aug, 11:00 - 11:15

TH2.R3.1: TOWARDS A SATELLITE IMAGE MANIPULATION AND DEEPFAKE LOCALIZATION BENCHMARK DATASET

Jacob Arndt, Debvrat Varshney, Philipe Dias, Nivedita Nukavarapu, Oak Ridge National Laboratory, United States
Thu, 13 Aug, 11:15 - 11:30

TH2.R3.2: TOWARD EFFICIENT, EXPLAINABLE SATELLITE DEEPFAKE DETECTION: COLOUR AND FREQUENCY BAND CONTRIBUTIONS

Virginia Ziulu, James Garforth, University of Edinburgh, United Kingdom
Thu, 13 Aug, 11:30 - 11:45

TH2.R3.3: SynGlSat: Geographically Equitable Synthesis of Global Satellite Imagery

Umur Ciftci, Liam Melchior, Binghamton University, United States; Ilke Demir, Cauth AI, United States
Thu, 13 Aug, 11:45 - 12:00

TH2.R3.4: EVALUATING MULTIMODAL SATELLITE IMAGE-METADATA CONTRASTIVE LEARNING

Nivedita Nukavarapu, Philipe Ambrozio Dias, Debvrat Varshney, Jacob Arndt, Oak Ridge National Laboratory, United States
Thu, 13 Aug, 12:00 - 12:15

TH2.R3.5: SO(2)-AWARE PIXEL-SPACE CONDITIONAL DIFFUSION TRANSFORMER FOR MULTI-ANGLE SAR TARGET IMAGE GENERATION

Ran Yang, Tao Lai, Haifeng Huang, Sun Yat-sen University, China