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Railway-CLIP:A multimodal model for abnormal object detection in high-speed railway

Jiayu Zhang Qingji Guan Junbo Liu Yaping Huang Jianyong Guo

High-Speed Railway2025,Vol.3Issue(3):P.194-204,11.
High-Speed Railway2025,Vol.3Issue(3):P.194-204,11.DOI:10.1016/j.hspr.2025.06.001

Railway-CLIP:A multimodal model for abnormal object detection in high-speed railway

Jiayu Zhang 1Qingji Guan 1Junbo Liu 2Yaping Huang 3Jianyong Guo4

作者信息

  • 1. Beijing Key Laboratory of Traffic Data Analysis and Mining,Beijing Jiaotong University,Beijing 100044,China
  • 2. Infrastructure Inspection Research Institute,China Academy of Railway Science Corporation Limited,Beijing 100081,China
  • 3. Tangshan Research Institute of Beijing Jiaotong University,Tangshan 063000,China
  • 4. National Engineering Research Center for Digital Construction and Evaluation,Urban Rail Transit,Tianjin 300308,China
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摘要

关键词

High-speed railway catenary systems/Anomalous object detection/Multimodal model/Railway-CLIP

分类

交通工程

引用本文复制引用

Jiayu Zhang,Qingji Guan,Junbo Liu,Yaping Huang,Jianyong Guo..Railway-CLIP:A multimodal model for abnormal object detection in high-speed railway[J].High-Speed Railway,2025,3(3):P.194-204,11.

基金项目

supported by the Technology Research and Development Program of China National Railway Group(Q2024T002) (Q2024T002)

the Open Project Fund of National Engineering Research Center of Digital Construction and Evaluation Technology of Urban Rail Transit(2024023). (2024023)

High-Speed Railway

2097-3446

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