27 citations · 40 across the 14 of their papers we have counts for
4 papers · 1 filter
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…
Attentive Dual Stream Siamese U-net for Flood Detection on Multi-temporal Sentinel-1 Data
Ritu Yadav, Andrea Nascetti, Yifang Ban
Due to climate and land-use change, natural disasters such as flooding have been increasing in recent years. Timely and reliable flood detection and mapping can help emergency resp…
Urban Change Detection Using a Dual-Task Siamese Network and Semi-Supervised Learning
Sebastian Hafner, Yifang Ban, Andrea Nascetti
In this study, a Semi-Supervised Learning (SSL) method for improving urban change detection from bi-temporal image pairs was presented. The proposed method adapted a Dual-Task Siam…