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Identification of small cracks in highway tunnel lining based on deep learning SSD algorithm
更新时间：2026-02-03

    • Identification of small cracks in highway tunnel lining based on deep learning SSD algorithm

    • “Experts propose a method for identifying small cracks in highway tunnel lining based on deep learning SSD algorithm. Through image processing and algorithm optimization, the accuracy of crack identification is effectively improved, with an AUC value of 0.956, providing a new solution for highway tunnel safety detection.”
    • Journal of Jilin University(Engineering and Technology Edition)   Vol. 55, Issue 11, Pages: 3653-3659(2025)
    • 作者机构：

      西南交通大学 土木工程学院，成都 610031

    • DOI：10.13229/j.cnki.jdxbgxb.20240845    

      CLC： TP309

    • Received：26 July 2024，

      Published：01 November 2025

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  • JIN Hu,SHEN Yu-sheng,FANG Yong,et al.Identification of small cracks in highway tunnel lining based on deep learning SSD algorithm[J].Journal of Jilin University(Engineering and Technology Edition),2025,55(11):3653-3659. DOI： 10.13229/j.cnki.jdxbgxb.20240845.

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