Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

Optimizing CNN for pavement distress detection via edge-enhanced multi-scale feature fusion

Jinwen Wang,

Roles Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Rail Transportation, Shandong Jiaotong University, Jinan, China
⨯
Xiaowei Li ,

Roles Funding acquisition, Investigation, Project administration

* E-mail: 215034@sdjtu.edu.cn

Affiliation Department of Rail Transportation, Shandong Jiaotong University, Jinan, China

https://orcid.org/0000-0002-4686-9639

⨯
Yong Xu,

Roles Formal analysis

Affiliation Department of Shandong Railway Transit, Survey and Design Institute Co., Ltd., Jinan, China
⨯
Zhiyu Zhou,

Roles Resources

Affiliation Department of Shandong Railway Transit, Survey and Design Institute Co., Ltd., Jinan, China
⨯
Wenlin Wu,

Roles Validation

Affiliation Department of Rail Transportation, Shandong Jiaotong University, Jinan, China
⨯
Zheng Li

Roles Methodology, Software, Supervision

Affiliation Department of Rail Transportation, Shandong Jiaotong University, Jinan, China
⨯

Optimizing CNN for pavement distress detection via edge-enhanced multi-scale feature fusion

Jinwen Wang,
Xiaowei Li,
Yong Xu,
Zhiyu Zhou,
Wenlin Wu,
Zheng Li

x

Published: April 9, 2025
https://doi.org/10.1371/journal.pone.0319299

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Roads
Is the Subject Area "Roads" applicable to this article?

Thanks for your feedback.
Convolution
Is the Subject Area "Convolution" applicable to this article?

Thanks for your feedback.
Imaging techniques
Is the Subject Area "Imaging techniques" applicable to this article?

Thanks for your feedback.
Neural networks
Is the Subject Area "Neural networks" applicable to this article?

Thanks for your feedback.
Image processing
Is the Subject Area "Image processing" applicable to this article?

Thanks for your feedback.
Attention
Is the Subject Area "Attention" applicable to this article?

Thanks for your feedback.
Deep learning
Is the Subject Area "Deep learning" applicable to this article?

Thanks for your feedback.
Transportation
Is the Subject Area "Transportation" applicable to this article?

Thanks for your feedback.