Author

Chan-Gan Ren

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Open access Sep 2026

FH-YOLO: a cross-stage stabilized framework for underwater benthic object detection

Both quantitative and qualitative results demonstrate that the proposed cross-stage coordination significantly improves detection accuracy and robustness in complex underwater environments.

Meng-Ya Ma, Zhang-Wei Yu, Chan-Gan Ren · Scientific Reports · 0 citations