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Author

Le Xie

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Sep 2026

LSO-YOLO: a lightweight real-time object detection network for UAV small-object detection

This work proposes LSO-YOLO, a novel real-time detector optimized for UAV-based small-object detection that significantly reduces parameter count and computational cost by approximately 67% and 18.18%, respectively, while maintaining a high inference speed of 126 FPS on an NVIDIA RTX 3060 GPU, meeting the requirements...

Peng-Fei Dai, Liang Chen, Yang-Wu Lian et al. · 0 citations
Jul 2026

RSS-YOLO: An efficient UAV object detector with reciprocal spatial-semantic fusion

A new real-time detector for aerial imagery based on YOLO11, named RSS-YOLO, designed to replace the C3k2 module in YOLO11 and alleviates insufficient integration of spatial and semantic information within the feature extraction layers.

Peng-Fei Dai, Liang Chen, Le Xie et al. · 2 citations

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