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Chao-Yue Yin

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Open access Oct 2026

SLA-YOLO: A Lightweight SAR Ship Detection Model

Reliable ship detection in synthetic aperture radar (SAR) imagery is challenged by speckles, coastal clutter, scale variation, dense berthing, weak target responses, and limited computing resources. SLA-YOLO is a lightweight YOLO11n detector that coordinates established mechanisms across the backbone, neck, and head. L...

Chao-Yue Yin, Nan Bi · 0 citations
Open access 2026

CHL-YOLO: A Lightweight Detector for Complex SAR Ship Detection

CHL-YOLO, a lightweight detector based on YOLOv11n, achieves a favorable balance among detection accuracy, model complexity, and real-time inference for complex SAR ship detection.

Chao-Yue Yin, Nan Bi · 0 citations

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