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Enhanced surface defect detection of cylinder liners using Swin Transformer and YOLOv8

Feng Pan Junqiang Li Yonggang Yan Sihai Guan Bharat Biswal Yong Zhao

Journal of Automation and Intelligence2025，Vol.4Issue(3)：P.227-235,9.

Journal of Automation and Intelligence2025，Vol.4Issue(3)：P.227-235,9.DOI:10.1016/j.jai.2025.01.004

Enhanced surface defect detection of cylinder liners using Swin Transformer and YOLOv8

Feng Pan ¹Junqiang Li ¹Yonggang Yan ¹Sihai Guan ²Bharat Biswal ³Yong Zhao¹

作者信息

1. School of Mechanical and Power Engineering,Henan Polytechnic University,Jiaozuo,454000,China
2. College of Electronic and Information,Southwest Minzu University,Chengdu,610041,China
3. Department of Biomedical Engineering,New Jersey Institute of Technology,Newark,NJ,07102,USA
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摘要

关键词

Cylinder liner/Surface defect detection/Improved YOLOv8/Multiscale defects/Swin Transformer

分类

能源科技

引用本文复制引用

Feng Pan,Junqiang Li,Yonggang Yan,Sihai Guan,Bharat Biswal,Yong Zhao..Enhanced surface defect detection of cylinder liners using Swin Transformer and YOLOv8[J].Journal of Automation and Intelligence,2025,4(3):P.227-235,9.

基金项目

supported by the Scientific and technological key project in Henan Province 22210224002 （）

the Natural Science Foundation of Henan Polytechnic University B2021-38. （）

Journal of Automation and Intelligence

ISSN：2097-504X

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