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Open access Sep 2026

CDF-Net: Cross-Scale Direction-Aware Focusing Network for Robust SAR Ship Detection with Horizontal Bounding Boxes

Ship detection with horizontal bounding box in synthetic aperture radar (SAR) images remains challenging due to multi-scale imbalance, arbitrary ship orientations, severe sea clutter, and high false alarm rates in dense inshore scenes. We propose a Cross-scale Direction-aware Focusing Network (CDF-Net) with three compo...

Chen-Xu Xia, Peng Chen, Yue Yang et al. · 0 citations
Open access 2026

A Directional and Multiscale Features-Based Method to Extract Ship Wake in SAR Images

A YOLOv8s-OBB-based ship wake detection network YOLO-RealSW is proposed, which adopts the dynamic directional convolution module to extract multidirectional distribution features through directional-aware convolution, and the spatial combined attention mechanism to suppress sea clutter and noise interference, thereby e...

Xiao-Yang Li, Bingxin Liu, Xueyuan Zhu et al. · 0 citations

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