AC-YOLO model architecture.

<div><p>Synthetic Aperture Radar (SAR), renowned for its all-weather monitoring capability and high-resolution imaging characteristics, plays a pivotal role in ocean resource exploration, environmental surveillance, and maritime security. It has become a fundamental technological support...

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Bibliographic Details
Main Author:	Rui He (824726) (author)
Other Authors:	Dezhi Han (4391263) (author), Xiang Shen (127119) (author), Bing Han (38992) (author), Zhongdai Wu (14185813) (author), Xiaohu Huang (2260201) (author)
Published:	2025
Subjects:	Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified weather monitoring capability synthetic aperture radar resolution imaging characteristics ocean resource exploration marine science research integrating convolutional operations indistinct contour features ground truth boxes fundamental technological support experimental results demonstrate edge computing platforms dimensional geometric metrics complex background interference accurately characterize discrepancies model effectively reconciles scale feature information adaptively fuses multi sar images based div >< p baseline yolo11 model paper proposes ac limited detection accuracy sar ), renowned reducing model complexity high computational cost yolo11 </ p detection accuracy scale variation mpdiou ), establishes multi computational load yolo model wide range target scales ssdd dataset source code primarily due pivotal role overlap area maritime security maritime management lightweight cross hrsid dataset feasible solution environmental surveillance center distance average precision attention mechanism acyolo </ 5 %.
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AC-YOLO model architecture.

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