The Classification of Tropical Storm Systems in Infrared Geostationary Weather Satellite Images Using Transfer Learning

The Classification of Tropical Storm Systems in Infrared Geostationary Weather Satellite Images Using Transfer Learning

The work performed in this study evaluated the application of generalized pretrained object detection models for the identification and classification of tropical storm (TS) systems through transfer learning. While the majority of literature focuses on developing bespoke models for this application,...

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Bibliographic Details
Main Authors: Jacob Senior-Williams, Frank Hogervorst, Erwin Platen, Arie Kuijt, Jacobus Onderwaater, Roope Tervo, Viju O. John, Arata Okuyama
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Machine learning (ML)
remote sensing
transfer learning
tropical storm (TS)
Online Access:https://ieeexplore.ieee.org/document/10436346/

Internet

https://ieeexplore.ieee.org/document/10436346/

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