4 papers
Transferring Physical Priors into Remote Sensing Segmentation via Large Language Models
Yuxi Lu, Kunqi Li, Zhidong Li +4
Semantic segmentation of remote sensing imagery is fundamental to Earth observation. Achieving accurate results requires integrating not only optical images but also physical varia…
Remote Sensing-Oriented World Model
Yuxi Lu, Biao Wu, Zhidong Li +7
World models have shown potential in artificial intelligence by predicting and reasoning about world states beyond direct observations. However, existing approaches are predominant…
HOTA: Hierarchical Overlap-Tiling Aggregation for Large-Area 3D Flood Mapping
Wenfeng Jia, Bin Liang, Yuxi Lu +3
Floods are among the most frequent natural hazards and cause significant social and economic damage. Timely, large-scale information on flood extent and depth is essential for disa…
A Comprehensive Survey on Deep Learning Solutions for 3D Flood Mapping
Wenfeng Jia, Bin Liang, Yuxi Liu +2
Flooding remains a major global challenge, worsened by climate change and urbanization, demanding advanced solutions for effective disaster management. While traditional 2D flood m…