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Naomi Simumba

2 accepted papers

2024

SAR2NDVI: Pre-Training for SAR-to-NDVI Image Translation

ICASSP 2024accepted

Geospatial machine learning is of growing importance in various global remote-sensing applications, particularly in the realm of vegetation monitoring. However, acquiring accurate ground truth data for geospatial tasks remains a significant challenge, often entailing considerable time and effort. Fo…

Cited by 0SourceScholar
2024

Sandwiched Lo-Res Simulation for Scalable Flood Modeling

ICASSP 2024accepted

High-resolution flood modeling is enabled by utilizing high-resolution input derived by remote sensing technologies such as Light Detection and Ranging (LiDAR) systems. However, there is a long-standing trade-off between the computational time and spatial resolution for a flood simulation. In this p…

Cited by 0SourceScholar