Binary image acquisition and texture parameter calculation of asphalt pavement based on a U-Net model

Fengwei An; Haoran Jiang; Yulong Zhao; Lei Fang; Shujing Dong; Wenpeng Du; Guohua Wu; Wei Liu; Zhenglong Lv; Hao Liang

doi:10.1371/journal.pone.0354127

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Open Access

Peer-reviewed

Research Article

Binary image acquisition and texture parameter calculation of asphalt pavement based on a U-Net model

Fengwei An,

Roles Conceptualization, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliations China Communications Construction Jiangsu Highway Engineering Co., Ltd., Nanjing, China, National Engineering Research Center for Novel Road Materials, Nanjing, China
⨯
Haoran Jiang,

Roles Methodology, Validation

Affiliation Shandong Pengcheng Road and Bridge Group Co., Ltd., Jining, China
⨯
Yulong Zhao ,

Roles Funding acquisition, Methodology, Resources, Validation, Writing – review & editing

* E-mail: zhaoyl@chd.edu.cn

Affiliation School of Transportation and Civil Engineering, Shandong Jiaotong University, Jinan, China

https://orcid.org/0000-0002-9615-4623

⨯
Lei Fang,

Roles Resources, Validation

Affiliation Jining-Jizhou Expressway Co., Ltd., Jining, China
⨯
Shujing Dong,

Roles Software, Visualization, Writing – review & editing

Affiliation School of Transportation and Civil Engineering, Shandong Jiaotong University, Jinan, China
⨯
Wenpeng Du,

Roles Resources

Affiliation Shandong Pengcheng Road and Bridge Group Co., Ltd., Jining, China
⨯
Guohua Wu,

Roles Software, Writing – review & editing

Affiliation School of Transportation and Civil Engineering, Shandong Jiaotong University, Jinan, China
⨯
Wei Liu,

Roles Validation

Affiliation China Communications Construction Jiangsu Highway Engineering Co., Ltd., Nanjing, China
⨯
Zhenglong Lv,

Roles Visualization

Affiliation China Communications Construction Jiangsu Highway Engineering Co., Ltd., Nanjing, China
⨯
Hao Liang

Roles Writing – review & editing

Affiliation School of Transportation and Civil Engineering, Shandong Jiaotong University, Jinan, China
⨯

Binary image acquisition and texture parameter calculation of asphalt pavement based on a U-Net model

Fengwei An,
Haoran Jiang,
Yulong Zhao,
Lei Fang,
Shujing Dong,
Wenpeng Du,
Guohua Wu,
Wei Liu,
Zhenglong Lv,
Hao Liang

Published: July 22, 2026
https://doi.org/10.1371/journal.pone.0354127

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