FSD-Net: underwater object detection based on frequency and spatial domain feature enhancement

BackgroundComplex underwater visual conditions cause severe missed and false detections in conventional object detection models, hindering reliable autonomous underwater exploration. This work addresses these key performance limitations.MethodsWe propose FSD-Net, a novel underwater detection model w...

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Үндсэн зохиолчид:	Chao Zhang, Shuang Wu, Baohua Huang, Binchen Zhao, Fengqi Cui, Xingkun Li
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2026-04-01
Цуврал:	Frontiers in Artificial Intelligence
Нөхцлүүд:	computer vision deep learning feature enhancement frequency domain underwater object detection
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/frai.2026.1770342/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!