IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
TH4.R15: Advanced ML Methods for Remote Sensing & Vision
Oral
Thu, 13 Aug, 16:15 - 17:30
Location: TBD
Session Type: Oral
Session Co-Chairs: Gülsen Taskin, and Maximilian Eitel, University of the Bundeswehr Munich
Track: AI and Big Data
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Thu, 13 Aug, 16:15 - 16:30

TH4.R15.1: Efficient Geometry-Controlled High-Resolution Satellite Image Synthesis
Vlad Vasilescu, Daniela Faur, Teodor Costăchioiu, National University of Science and Technology POLITEHNICA Bucharest, Romania
Thu, 13 Aug, 16:30 - 16:45

TH4.R15.2: HCG-VIT: A HIERARCHICAL COOPERATIVE GAME APPROACH FOR INTERPRETING REMOTE SENSING VISION TRANSFORMERS
Kaiwen Zhu, Beijing University of Posts and Telecommunications, China; Song Qiu, National Key Laboratory of Space Integrated Information System, China; Keyi Shi, Sixu Liu, Yanan You, Yuanyuan Qiao, Beijing University of Posts and Telecommunications, China
Thu, 13 Aug, 16:45 - 17:00

TH4.R15.3: 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
Thu, 13 Aug, 17:00 - 17:15

TH4.R15.4: T-GNN: GAP-AWARE TEMPORAL GRAPH LEARNING FOR VEGETATION CHANGE DETECTION FROM UAV IMAGERY
Arundhati Boruah, Suman Kumar Pal, Rajendra Machavaram, Shyamal Kumar Das Mandal, Indian Institute of Technology Kharagpur, India
Thu, 13 Aug, 17:15 - 17:30

TH4.R15.5: EFFICIENT HIERARCHICAL SEARCH FOR SCALABLE RETRIEVAL IN GLOBAL REMOTE SENSING IMAGERY
Daniel Cher, Washington University in St. Louis, United States; Pranavi Kolouju, Saint Louis University, United States; Eric Xing, Washington University in St. Louis, United States; Robert Pless, George Washington, United States; Abby Stylianou, Saint Louis University, United States; Nathan Jacobs, Washington University in St. Louis, United States