Author

Ying Li

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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. · Remote Sensing · 0 citations

Open access Jul 2026

RepLite-YOLO: A Parameter-Efficient Residual-Enhanced Detector for Ship Recognition in Remote Sensing Imagery

To alleviate irreversible spatial information loss during downsampling, the ADown module is adopted, originally introduced in YOLOv9, to generate spatially complementary features through its two-branch downsampling mechanism, and RepLite-YOLO achieves a favorable balance between detection accuracy and computational eff...

Ruijia Fu, Zuomin Wang, Zijun Lin et al. · Remote Sensing · 0 citations