Swing and shifting method of lane markings of divided lanes based on accurate identification method

Yu Chen; Kaoqu Huang; Wenjun Xu; Jinhai Hao; Xianlong Zhou; Bozhi Yan; Chuanjiang Zhu; Jun Shen; Jinyan Huang

doi:10.1117/12.3024077

14 February 2024 Swing and shifting method of lane markings of divided lanes based on accurate identification method

Yu Chen, Kaoqu Huang, Wenjun Xu, Jinhai Hao, Xianlong Zhou, Bozhi Yan, Chuanjiang Zhu, Jun Shen, Jinyan Huang

Proceedings Volume 13018, International Conference on Smart Transportation and City Engineering (STCE 2023); 130183J (2024) https://doi.org/10.1117/12.3024077
Event: International Conference on Smart Transportation and City Engineering (STCE 2023), 2023, Chongqing, China

Abstract

In order to improve the uniformity of wheel track transverse distribution when vehicles drive on asphalt pavement, delay the development of the asphalt pavement disease, and effectively avoid the waste of asphalt pavement design and maintenance resources, the relationship between vehicle wheel track distribution and road surface disease distribution is analyzed by the accurate identification method of traffic axle load dividing lane based on surveillance video, and then the influence of lane markings on wheel track distribution and asphalt pavement diseases was studied. Results show that: (1) The proportion and distribution of different vehicle types are accurately identified by SVM classifier based on object detection algorithm; (2) There was a high consistency between the distribution of asphalt pavement load-type diseases and the lateral distribution of vehicle wheel tracks; (3) The vehicle trajectory and pavement disease distribution on the asphalt pavement distributed more evenly if lane markings were swung and shifted. Based on above results, the swing and shifting method of lane markings, is proposed to achieve the redistribution of asphalt pavement wheel tracks by "swing and shifting" of lane markings. By using this method, the effective utilization rate of asphalt pavement could be improved, and asphalt pavement diseases could be improved, thus the service life of asphalt pavement could be extended. It provides a new idea for future maintenance of the asphalt pavement.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Yu Chen, Kaoqu Huang, Wenjun Xu, Jinhai Hao, Xianlong Zhou, Bozhi Yan, Chuanjiang Zhu, Jun Shen, and Jinyan Huang "Swing and shifting method of lane markings of divided lanes based on accurate identification method", Proc. SPIE 13018, International Conference on Smart Transportation and City Engineering (STCE 2023), 130183J (14 February 2024); https://doi.org/10.1117/12.3024077

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KEYWORDS

Asphalt pavements

Diseases and disorders

Design

Deformation

Image segmentation

Video surveillance

Image classification

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