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Updated: Jan 11, 2026

Evaluating the Effect of Roadside Parking on a Dual-Direction Urban Street
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ESA-YOLO:在恶劣天气条件下,基于YOLOv11的高效规模感知交通信号检测算法

ChenHao Li1, ShuXian Liu1, ZiNuo Peng1

  • 1School of Computer Science and Technology, XinJiang University, Urumqi City, Xinjiang Autonomous Region, China.

PloS one
|November 14, 2025
PubMed
概括

本研究引入了用于交通标志检测的增强YOLOv11算法,在复杂的驾驶场景中显著提高了多尺度和小物体的准确性和效率. 新型车在恶劣条件下表现出色,为自动驾驶系统提供了更强大的解决方案.

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