首页|期刊导航|Computers, Materials & Continua|Task-Specific YOLO Optimization for Railway Tunnel Cracks and Water Leakage: Benchmarking and Lightweight Enhancement

Task-Specific YOLO Optimization for Railway Tunnel Cracks and Water Leakage: Benchmarking and Lightweight Enhancement

Yang Lei Kangshuo Zhu Bo Jiang Yaodong Wang Feiyu Jia Zhaoning Wang Falin Qi Qiming Qu

Computers, Materials & Continua2026，Vol.87Issue(6)：P.1064-1083,20.

Computers, Materials & Continua2026，Vol.87Issue(6)：P.1064-1083,20.DOI:10.32604/cmc.2026.077314

Task-Specific YOLO Optimization for Railway Tunnel Cracks and Water Leakage: Benchmarking and Lightweight Enhancement

Yang Lei ¹Kangshuo Zhu ²Bo Jiang ³Yaodong Wang ²Feiyu Jia ³Zhaoning Wang ³Falin Qi ³Qiming Qu³

作者信息

1. Infrastructure Inspection Research Institute,China Academy of Railway Sciences Co.,Ltd.,Beijing,China National Superior College for Engineers,Beijing University of Aeronautics and Astronautics,Beijing,China
2. State Key Laboratory of Advanced Rail Autonomous Operation,Beijing Jiaotong University,Beijing,China School of Mechanical,Electronic and Control Engineering,Beijing Jiaotong University,Beijing,China
3. Infrastructure Inspection Research Institute,China Academy of Railway Sciences Co.,Ltd.,Beijing,China
折叠

摘要

关键词

Crack detection/railway tunnel/real-time detection/water leakage detection/YOLO

分类

交通工程

引用本文复制引用

Yang Lei,Kangshuo Zhu,Bo Jiang,Yaodong Wang,Feiyu Jia,Zhaoning Wang,Falin Qi,Qiming Qu..Task-Specific YOLO Optimization for Railway Tunnel Cracks and Water Leakage: Benchmarking and Lightweight Enhancement[J].Computers, Materials & Continua,2026,87(6):P.1064-1083,20.

基金项目

funded by Major Project of Science&Technology Research of China Academy of Railway Sciences,grant number 2024YJ216 （）

Beijing Natural Science Foundation under Grant L231021. （）

Computers, Materials & Continua

ISSN：1546-2218

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