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Rail fastener detection of heavy railway based on deep learning

Yuan Cao Zihao Chen Tao Wen Clive Roberts Yongkui Sun Shuai Su

高速铁路（英文）2023，Vol.1Issue(1)：63-69,7.

高速铁路（英文）2023，Vol.1Issue(1)：63-69,7.DOI:10.1016/j.hspr.2022.11.001

Rail fastener detection of heavy railway based on deep learning

Yuan Cao ¹Zihao Chen ²Tao Wen ³Clive Roberts ⁴Yongkui Sun ¹Shuai Su⁵

作者信息

1. National Engineering Research Center of Rail Transportation Operation and Control System,Beijing Jiaotong University,Beijing 100044,China||School of Electronic and Information Engineering,Beijing Jiaotong University,Beijing 100044,China
2. National Engineering Research Center of Rail Transportation Operation and Control System,Beijing Jiaotong University,Beijing 100044,China
3. School of Electronic and Information Engineering,Beijing Jiaotong University,Beijing 100044,China
4. Birmingham Centre for Railway Research and Education,University of Birmingham,Birmingham B15 2TT,UK
5. Frontiers Science Center for Smart High-speed Railway System,Beijing Jiaotong University,Beijing 100044,China
折叠

摘要

关键词

Rail fasteners/Fault diagnosis/Heavy haul railways/Deep learning/YOLO5

Key words

Rail fasteners/Fault diagnosis/Heavy haul railways/Deep learning/YOLO5

引用本文复制引用

Yuan Cao,Zihao Chen,Tao Wen,Clive Roberts,Yongkui Sun,Shuai Su..Rail fastener detection of heavy railway based on deep learning[J].高速铁路（英文）,2023,1(1):63-69,7.

基金项目

This work was supported by the National Key R&D Program of China(Grant 2021YFF0501102),National Natural Science Foundation of China(Grant U1934219),National Science Fund for Excellent Young Scholars(Grant 52022010),and National Natural Science Foundation of China(Grant 52202392,Grant 62120106011). （Grant 2021YFF0501102）

高速铁路（英文）

ISSN：2949-8678

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