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Author

Hai-Rui Wang

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Open access Sep 2026

Lightweight ACG-YOLO with Collaborative Attention Mechanisms for Real-Time Public Safety Surveillance and Edge Deployment

Real-time detection of violent acts and hazardous weapons in edge-deployed public safety surveillance remains challenging because resource-constrained devices must balance detection accuracy and computational efficiency, particularly for small-sized weapon targets in complex multi-person interaction scenes. To address...

Hai-Rui Wang, Xiao-Qing Wang, Gui-Fu Zhu et al. · 0 citations

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