Typhoon localization detection algorithm based on TGE-YOLO

Typhoon localization detection algorithm based on TGE-YOLO

Abstract To address the problems of complex cloud features in satellite cloud maps, inaccurate typhoon localization, and poor target detection accuracy, this paper proposes a new typhoon localization algorithm, named TGE-YOLO. It is based on the YOLOv8n model with excellent high-low feature fusion c...

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Bibliographic Details
Main Authors: Lan He, Ling Xiao, Peihao Yang, Sheng Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Typhoon positioning
Satellite cloud chart
Target detection
Feature fusion
Online Access:https://doi.org/10.1038/s41598-025-87833-8
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https://doi.org/10.1038/s41598-025-87833-8

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