【A Lightweight Weighted Multi-Scale Fusion Network for Small-Person Detection in Post-Disaster UAV Imagery】
#论文发表# #无人机影像# #人员检测# #计算机视觉#

Person detection in post-disaster unmanned aerial vehicle (UAV) imagery requires sensitivity to small targets as people often occupy only a small portion. This paper presents LMF-YOLO, a lightweight YOLO11n variant that adds residual positive-normalized feature fusion at P3, P4, and P5 while preserving the stock neck and pretrained detection head. The evidence supports LMF-YOLO as a low-cost mechanism for adjusting scale-sensitive coverage and deployment behavior.

DOI: 10.4236/ojapps.2026.1611233 http://t.cn/AXYTTTw2