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Author

Jiajun Chen

2 papers indexed here

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Open access 2026

MBD-YOLO: A Multi-Path Coordinate Attention and Boundary-Aware Dual-Stream Fusion YOLO for UAV Small Object Detection

UAV imagery is particularly difficult for object detection because targets occupy few pixels, occur in dense or occluded groups, and must be separated from extensive background texture. Adding a high-resolution detection layer improves the visibility of tiny instances, but it also carries road markings, building contou...

Jia-Jun Chen, Yong-Ming Li, Shao-Chen Jiang et al. · 0 citations
Open access Aug 2026

LRM-YOLO: A Lightweight YOLOv10n-Based Model for Forest Fire Smoke Detection in UAV Images

In recent years, unmanned aerial vehicles (UAVs) have gradually become an important tool for forest fire monitoring due to their flexibility and wide-area observation capability. However, existing detection algorithms still struggle to achieve a balance between computational complexity and detection performance in dive...

Yong Liu, Shaochen Jiang, Yongming Li et al. · 0 citations

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