Author

Ya Li

2 papers indexed here

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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. · Applied Sciences · 0 citations

Open access Sep 2026

BOM-YOLOv12n: A Lightweight Detection Model for Protective Equipment in Smart Construction Sites

Experimental results indicate that BOM-YOLOv12n can serve as a competitive and efficient solution for real-time protective equipment detection in smart construction sites.

Hai-Rui Wang, Sheng-Hao Zhou, Gui-Fu Zhu et al. · Electronics · 0 citations