A lightweight end to end traffic congestion detection framework using HRTNet on the Qinghai Tibet plateau

Abstract Managing traffic in plateau regions, particularly on critical routes like the Qinghai-Tibet Line, presents significant challenges from extreme climate and terrain. Traditional monitoring methods struggle with image distortion and information loss in rain, compromising congestion detection....

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發表在:	Scientific Reports
Main Authors:	Yuhao Zhang, Qiuhong Tong, Zhaorong Zhang, Xueqi Dai, Junzheng Wang, Daifang Hu, Shengjun Su
格式:	Article
語言:	英语
出版:	Nature Portfolio 2025-08-01
主題:	Traffic congestion detection Rain streak removal End-to-end Transformer
在線閱讀:	https://doi.org/10.1038/s41598-025-13550-x