IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
WE4.R10: Synthetic Data for Earth Observation: Bridging the Data Gap to Empower Next-Generation Remote Sensing Applications (2/3)
Oral
Wed, 12 Aug, 16:15 - 17:30
Location: TBD
Session Type: Oral
Session Co-Chairs: Hongruixuan Chen, RIKEN Center for Advanced Intelligence Project (AIP) and Zhuo Zheng, Stanford
Track: Community Contributed Themes
Click the to view the manuscript on IEEE Xplore Open Preview
Wed, 12 Aug, 16:15 - 16:30

WE4.R10.1: RECONSTRUCTING ACROSS ILLUMINATION: A SYNTHETIC DATASET AND PIPELINE FOR UAV 3D RECONSTRUCTION UNDER VARYING LIGHT CONDITIONS
Xiaoyi Zhang, Wenshuai Yu, Bowen Xu, Jianting Lin, Taibo He, Shenzhen University, China; Zhijun Wang, Guangdong Laboratory of Artificial Intelligence and Digital Economy(SZ), China; Qingquan Li, Shenzhen University, China
Wed, 12 Aug, 16:30 - 16:45

WE4.R10.2: PHYSICS-BASED GENERATIVE AUGMENTATION PIPELINE FOR FINE-GRAINED SHIP CLASSIFICATION
Bo Liu, Shandong University of Finance and Economics, China; Chenhui Zhu, Jinan Science and Techology Innovation Promotion Center, China; Yinan Xing, Yunfeng Zhang, Shandong University of Finance and Economics, China
Wed, 12 Aug, 16:45 - 17:00

WE4.R10.3: SIMULATING SPECTRAL–SPATIAL TRADE-OFFS IN BIODIVERSITY MAPPING USING DIRSIG HYPERSPECTRAL IMAGERY
Manisha Das Chaity, Ramesh Bhatta, Jan van Aardt, Rochester Institute of Technology, United States
Wed, 12 Aug, 17:00 - 17:15

WE4.R10.4: Attribute-Driven Cloud Synthesis via A Decoupled Pixel-Latent Diffusion Framework
Lingxuan Zhu, Jiaji Wu, Xidian University, China; Yanze Ma, Southern University of Science and Technology, China; Xiaolin Mi, Fudan University, China; Zeyi Lin, Mingzhou Tan, Xidian University, China
Wed, 12 Aug, 17:15 - 17:30

WE4.R10.5: A Forward-Model-Based SAR Simulation Framework for Algorithm Sensitivity Studies
Anshuman Mehta, Kanishk Bhatt, Prathith Vasudev, Rakshit Bhatt, Galaxeye Space, India