5 citations · 7 across the 5 of their papers we have counts for
5 papers · 1 filter
PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models
Valerio Marsocci, Yuru Jia, Georges Le Bellier +12
Geospatial Foundation Models (GFMs) have emerged as powerful tools for extracting representations from Earth observation data, but their evaluation remains inconsistent and narrow.…
Context-Aware Change Detection With Semi-Supervised Learning
Ritu Yadav, Andrea Nascetti, Yifang Ban
Change detection using earth observation data plays a vital role in quantifying the impact of disasters in affected areas. While data sources like Sentinel-2 provide rich optical i…
Unsupervised Flood Detection on SAR Time Series
Ritu Yadav, Andrea Nascetti, Hossein Azizpour +1
Human civilization has an increasingly powerful influence on the earth system. Affected by climate change and land-use change, natural disasters such as flooding have been increasi…
Building Change Detection using Multi-Temporal Airborne LiDAR Data
Ritu Yadav, Andrea Nascetti, Yifang Ban
Building change detection is essential for monitoring urbanization, disaster assessment, urban planning and frequently updating the maps. 3D structure information from airborne lig…
Radar+RGB Attentive Fusion for Robust Object Detection in Autonomous Vehicles
Ritu Yadav, Axel Vierling, Karsten Berns
This paper presents two variations of architecture referred to as RANet and BIRANet. The proposed architecture aims to use radar signal data along with RGB camera images to form a…