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Multi-Scale Time Series Segmentation Network Based on Eddy Current Testing for Detecting Surface Metal Defects

Xiaorui Li Xiaojuan Ban Haoran Qiao Zhaolin Yuan Hong-Ning Dai Chao Yao Yu Guo Mohammad S.Obaidat George Q.Huang

自动化学报(英文版)2025,Vol.12Issue(3):528-538,11.
自动化学报(英文版)2025,Vol.12Issue(3):528-538,11.DOI:10.1109/JAS.2025.125117

Multi-Scale Time Series Segmentation Network Based on Eddy Current Testing for Detecting Surface Metal Defects

Multi-Scale Time Series Segmentation Network Based on Eddy Current Testing for Detecting Surface Metal Defects

Xiaorui Li 1Xiaojuan Ban 2Haoran Qiao 1Zhaolin Yuan 1Hong-Ning Dai 3Chao Yao 4Yu Guo 5Mohammad S.Obaidat 6George Q.Huang7

作者信息

  • 1. School of Intelligence Science and Technology,University of Science and Technology Beijing,Beijing 100083,China
  • 2. School of Intelligence Science and Technology,University of Science and Technology Beijing,Beijing 100083||Beijing Advanced Innovation Center for Materials Genome Engineering,the Key Laboratory of Intelligent Bionic Unmanned Systems,and the Institute of Materials Intelligent Technology,Liaoning Academy of Materials,Shenyang 110004,China
  • 3. Department of Computer Science,Hong Kong Baptist University,Hong Kong,China
  • 4. School of Computer and Communication Engineering,Key Laboratory of Advanced Materials and Devices for Post-Moore Chips,Ministry of Education,University of Science and Technology Beijing,Beijing 100083,China
  • 5. Beijing Advanced Innovation Center for Materials Genome Engineering and also with the School of Computer and Communication Engineering,University of Science and Technology Beijing,Beijing 100083,China
  • 6. King Abdullah Ⅱ School of Information Technology,The University of Jordan,Amman 11942,Jordan||School of Computer and Communication Engineering,University of Science and Technology Beijing,Beijing 100083||Department of Computational Intelligence,the School of Computing,SRM University,SRM Nagar,Kattankulathur 603203,India||School of Engineering,The Amity University,Noida UP 201301,India
  • 7. Hong Kong Polytechnic University,Hong Kong SAR,China
  • 折叠

摘要

关键词

Eddy current testing/nondestructive testing/seman-tic segmentation/time series analysis

Key words

Eddy current testing/nondestructive testing/seman-tic segmentation/time series analysis

引用本文复制引用

Xiaorui Li,Xiaojuan Ban,Haoran Qiao,Zhaolin Yuan,Hong-Ning Dai,Chao Yao,Yu Guo,Mohammad S.Obaidat,George Q.Huang..Multi-Scale Time Series Segmentation Network Based on Eddy Current Testing for Detecting Surface Metal Defects[J].自动化学报(英文版),2025,12(3):528-538,11.

基金项目

This work was supported by the National Science and Technology Major Project of the Ministry of Science and Technology of China(2024ZD0608100)and the National Natural Science Foundation of China(62332017,U22A2022). (2024ZD0608100)

自动化学报(英文版)

2329-9266

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