Cyclone detection with end-to-end super resolution and faster R-CNN
Marwa S. Moustafa,
Mohamed R. Metwalli,
Roy Samshitha
et al.
Abstract:The accurate identification of extreme weather events (EWEs), particularly cyclones, has become increasingly crucial due to the intensifying impacts of climate change. In the Indian subcontinent, the frequency and severity of cyclones have demonstrably risen, highlighting the need for reliable detection methods to minimize casualties and economic losses. However, the inherent limitations of low-resolution data pose significant challenges to traditional detection methods. Deep learning models offer a promising … Show more
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