A lightweight coal mine pedestrian detector for video surveillance systems with multi-level feature fusion and channel pruning

Abstract Pedestrian detection in coal mines is crucial for video surveillance systems. Limited computational resources pose challenges to deploying large models, affecting detection efficiency. To address this, we propose a lightweight pedestrian in coal mine detector with multi-level feature fusion...

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Detalhes bibliográficos
Main Authors: Bei Jing Xie, Heng Li, Zheng Luan, Xiao Xu Li, Zhen Lei
Formato: Artigo
Idioma:English
Publicado em: Nature Portfolio 2025-02-01
Colecção:Scientific Reports
Assuntos:
Acesso em linha:https://doi.org/10.1038/s41598-025-87157-7