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RTDSeg: Hard example sampling driven Real-Time Concrete Structural Damage Segmentation network

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成果类型:
期刊论文
作者:
Wang, Jing;Yao, Haizhou;Hu, Qian;Hu, Jinbin;Wang, Jin;...
通讯作者:
Ma, YF
作者机构:
[Ma, Yafei; Wang, Jing] Changsha Univ Sci & Technol, Sch Civil & Environm Engn, Changsha 410114, Peoples R China.
[Hu, Jinbin; Hu, Qian; Yao, Haizhou; Wang, Jing] Changsha Univ Sci & Technol, Sch Comp Sci & Technol, Changsha 410076, Peoples R China.
[Wang, Jin] Hunan Univ Sci & Technol, Sanya Inst, Sanya 572024, Peoples R China.
[Ma, Yafei] Changsha Univ Sci & Technol, Key Lab Bridge Engn Safety Control, Minist Educ, Changsha 410114, Peoples R China.
通讯机构:
[Ma, YF ] C
Changsha Univ Sci & Technol, Sch Civil & Environm Engn, Changsha 410114, Peoples R China.
语种:
英文
关键词:
Multi-class damage segmentation;Real-time inference;Convolutional neural networks;Hard example sampling;Semantic enhancement module
期刊:
Advanced Engineering Informatics
ISSN:
1474-0346
年:
2026
卷:
69
页码:
103811
基金类别:
National Natural Science Foundation of China [62473146, 62072056]; National Science Foundation for Distinguished Young Scholars of Hunan Province, China [2024JJ2003]; Hunan Provincial Natural Science Foundation of China [2023JJ50331]; Key Project of Natural Science Foundation of Hunan Province, China [2024JJ3017]; Hunan Provincial Education Department Scientific Research Project of China [23C0123]
机构署名:
本校为第一且通讯机构
摘要:
Concrete material will gradually lose its original structural strength over time and suffer from a variety of structural damages, such as cracks, potholes, etc. Diverse damage patterns and complex geometries of material make accurate multi-class material structural damage segmentation more difficult than the segmentation of a single type of damage. Integrating detection methods with other systems and applying them to engineering practice imposes demands on the efficiency of model inference. In response to these challenges, Real-Time concrete st...

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