Author

Yuan-Shan Lin

2 papers indexed here

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Open access Sep 2026

EHDS-YOLO: a lightweight side-scan sonar object detection model for intelligent underwater inspection in marine ranching

Accurate underwater target detection is essential for intelligent inspection, facility monitoring, and environmental perception in marine ranching. However, side-scan sonar images are often affected by weak target echoes, blurred boundaries, seabed reverberation, and speckle noise, which limit the performance of conven...

Ze-Jin Liu, Yi-Ming Zhang, Yan-Qiang Yang et al. · Aquaculture International · 0 citations

Open access Aug 2026

CDDS-YOLO: a sonar image object detection method based on hierarchical dynamic perception and spatial enhancement

The results indicate that CDDS-YOLO exhibits strong robustness to boundary ambiguity and complex seabed textures, making it well suited for practical sonar-based detection tasks.

Ze-Jin Liu, Yan-Qiang Yang, Hao-Long Ban et al. · Engineering Research Express · 0 citations