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

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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Bibliographic Details
Main Authors: Yuhao Zhang, Qiuhong Tong, Zhaorong Zhang, Xueqi Dai, Junzheng Wang, Daifang Hu, Shengjun Su
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Traffic congestion detection
Rain streak removal
End-to-end
Transformer
Online Access:https://doi.org/10.1038/s41598-025-13550-x
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