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Ship target detection in SAR images based on SimAM attention YOLOv8

Abstract Deep learning has been widely applied in ship detection in synthetic aperture radar (SAR) imagery due to their powerful feature representation capabilities. However, YOLOv8 models treat all regions of the image equally during convolutional feature processing, resulting in less‐than‐ideal ou...

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Hauptverfasser: Yuqiao Xu, Wei Du, Lewu Deng, Yi Zhang, Wanli Wen
Format: Artigo
Sprache:Inglês
Veröffentlicht: Wiley 2024-12-01
Schriftenreihe:IET Communications
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Online-Zugang:https://doi.org/10.1049/cmu2.12837
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