Lightweight underwater object detection method based on multi-scale edge information selection

Abstract Underwater object detection is of great significance to marine ecosystems and underwater biodiversity. However, uneven lighting, color distortion, and noise interference in underwater environments severely impact image quality, significantly reducing detection robustness. With limited compu...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Shaobin Cai, Xin Zhou, Wanchen Cai, Liansuo Wei, Yuchang Mo
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-07-01
Subjects:	Underwater target detection Lightweight Multi-scale fusion Attention mechanism
Online Access:	https://doi.org/10.1038/s41598-025-13566-3