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Pavement Cracks Coupled With Shadows:A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach

Lili Fan Shen Li Ying Li Bai Li Dongpu Cao Fei-Yue Wang

自动化学报（英文版）2023，Vol.10Issue(7)：1593-1607,15.

自动化学报（英文版）2023，Vol.10Issue(7)：1593-1607,15.DOI:10.1109/JAS.2023.123447

Pavement Cracks Coupled With Shadows:A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach

Lili Fan ¹Shen Li ²Ying Li ³Bai Li ⁴Dongpu Cao ⁵Fei-Yue Wang⁶

作者信息

1. School of Information and Electronics,Beijing Institute of Technology,Beijing 100081,China
2. School of Civil Engineering,Tsinghua University,Beijing 100084,China
3. School of Mechanical Engineering,Beijing Institute of Technology,Beijing 100081,China
4. State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body and the College of Mechanical and Vehicle Engineering,Hunan University,Changsha 410082,China
5. School of Vehicle and Mobility,Tsinghua University,Beijing 100084,China
6. State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China
折叠

摘要

关键词

Automatic pavement crack detection/data augmen-tation compensation/deep learning/residual feature augmentation/shadow removal/shadow-crack dataset

Key words

Automatic pavement crack detection/data augmen-tation compensation/deep learning/residual feature augmentation/shadow removal/shadow-crack dataset

引用本文复制引用

Lili Fan,Shen Li,Ying Li,Bai Li,Dongpu Cao,Fei-Yue Wang..Pavement Cracks Coupled With Shadows:A New Shadow-Crack Dataset and A Shadow-Removal-Oriented Crack Detection Approach[J].自动化学报（英文版）,2023,10(7):1593-1607,15.

基金项目

This work was supported in part by the 14th Five-Year Project of Ministry of Science and Technology of China(2021YFD2000304),Fundamental Research Funds for the Central Universities(531118010509),and Natural Science Foundation of Hunan Province,China(2021JJ40114). （2021YFD2000304）

自动化学报（英文版）

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