IGARSS 2026 || Washington, D.C. || 9

FRP1.PA: Scalable Learning Methods, Generative Modeling, and Data-Centric Remote Sensing

Friday, 14 August, 09:45 - 11:00

Location: Columbia, Poster Area A

Session Type: Poster

Session Chair: Ronny Hänsch, DLR

Track: AI and Big Data

Columbia, Poster Area A

FRP1.PA.5: SAR Adversarial Sample Generation Technique for AdvGAN

Shuo Yu, Dan Gao, Xiaofang Wu, Chunheng Liu, Academy of Military, China

Columbia, Poster Area A

FRP1.PA.6: SAMURAI - DENOISING RADAR IMAGES USING FEDERATED LEARNING

Joao Renato Ribeiro Manesco, Danilo Samuel Jodas, Rafael Goncalves Pires, Kelton Augusto Pontara Costa, Joao Paulo Papa, Sao Paulo State University, Brazil

Columbia, Poster Area A

FRP1.PA.7: DOMAIN ADAPTATION FOR DENOISING UNDER DOMAIN SHIFT IN HETEROGENEOUS WEATHER RADAR DATASETS

Joao Renato Ribeiro Manesco, Kelton Augusto Pontara Costa, Joao Paulo Papa, Sao Paulo State University, Brazil

Columbia, Poster Area A

FRP1.PA.8: Diffusion-Based optical-to-SAR Image Translation for Multimodal remote sensing

Anis Amziane, Luxembourg Institute of Science and Technology, Luxembourg; Joao Vinholi, Hydrosat, Luxembourg; Patrick Matgen, Marco Chini, Luxembourg Institute of Science and Technology, Luxembourg

Columbia, Poster Area A

FRP1.PA.9: Low-Rank Prior Guided Logging Data Completion and Feature Learning

Ruizhe Zhang, Northwestern Polytechnical University, China; Yan Liu, China National Logging Corporation, China; Guanwen Zhang, Northwestern Polytechnical University, China; Juan Zhang, Jun Zhou, China National Logging Corporation, China University of Petroleum (Beijing), China; Wei Zhou, Northwestern Polytechnical University, China

Columbia, Poster Area A

FRP1.PA.10: Super-Resolution of CASALS HyperHeight Data Cubes Using TerraSAR Synthetic Aperture Radar Side Information Via Generative Diffusion Models

Andres Ramirez-Jaime, Gonzalo Arce, Univerisity of Delaware, United States; Mateusz Kopytek, Krzysztof Okarma, West Pomeranian University of Technology, Poland

Columbia, Poster Area A

FRP1.PA.11: SCALE-NORMALIZED MOTION-GATED INDUCTIVE GRAPH NETWORK FOR MULTI-OBJECT TRACKING IN UAV VIDEOS

Marwa Chendeb El Rai, American University in Dubai, United Arab Emirates; Mina Al-Saad, Muna Darweesh, University of Dubai, United Arab Emirates; Saeed Al Mansoori, Mohammed Bin Rashid Space Centre, United Arab Emirates; Thierry Bouwmans, University of La Rochelle, France; Amjad Gawanmeh, University of Dubai- MBRSC Lab, United Arab Emirates

Columbia, Poster Area A

FRP1.PA.12: Robust Cross-View Geo-Localization via Geometry-Aware BEV Reconstruction and Video-Guided Distillation

Chen Li, Northwestern Polytechnical University, China; Fei Zhou, The Chinese University of Hong Kong, China; Lei Zhang, Wei Wei, Northwestern Polytechnical University, China; Chen Ding, Xi'an University of Posts and Telecommunications, China; Yi Zhang, Liang Li, China Mobile Research Institute, China; Xiangyu Yue, The Chinese University of Hong Kong, China