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Author

Hong-Jian Wu

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Open access Sep 2026

A Lightweight Attention-Based Model for Real-Time Weed Detection and Edge Deployment in Angelica dahurica Fields

Weed interference is a major constraint in the production of Angelica dahurica, where seedling–weed similarity, small target size, soil background variation, and occlusion make reliable field recognition difficult. This study develops a lightweight attention-enhanced one-stage detector for real-time crop-versus-weed lo...

Jing Pang, Xing-Yang Yang, Ze-Kun Ge et al. · 0 citations
Open access Aug 2026

YOLOv11n-DEG for Maize Kernel Damage Detection

Results demonstrate that YOLOv11n_DEG provides an accurate and practical solution for intelligent maize kernel damage detection, with strong potential for real-world deployment in grain inspection systems.

Xin-Ping Li, Han Zhang, Jiarui Hou et al. · 0 citations
Open access Aug 2026

Investigation of Steel Roller–Material Interaction Based on Frictional Properties of Round Bales

In order to provide a theoretical basis for the monitoring and control of the formation process of round bales, the friction test platform for the rolling formation of round bales was built to study the interaction between steel roll and material in the forming process. The results showed that the torque value of the s...

Hong-Jian Wu, Ya-Nan Zhang, Xin-Long Wu et al. · 0 citations

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