An advanced three stage lightweight model for underwater human detection

An advanced three stage lightweight model for underwater human detection

Abstract This study presents StarEye, a lightweight deep learning model designed for underwater human body detection (UHBD) that addresses the challenges of complex underwater environments. The proposed model incorporates several innovative components: a comprehensive underwater dataset construction...

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Bibliographic Details
Main Authors: Zichen Liao, Kai Hu, Yuancheng Meng, Shuai Shen
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Underwater human body detection
Deep learning
YOLOv8
Lightweight neural network
Attention mechanism
Computer vision
Online Access:https://doi.org/10.1038/s41598-025-03677-2
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https://doi.org/10.1038/s41598-025-03677-2

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