基于点云的木柱裂纹三维形态量化算法

IF 4.3 2区 工程技术 Q1 ENGINEERING, CIVIL
Yewei Ding , Haibei Xiong , Lin Chen , Jiawei Chen , Shaoge Cheng , Xiaowei Yang
{"title":"基于点云的木柱裂纹三维形态量化算法","authors":"Yewei Ding ,&nbsp;Haibei Xiong ,&nbsp;Lin Chen ,&nbsp;Jiawei Chen ,&nbsp;Shaoge Cheng ,&nbsp;Xiaowei Yang","doi":"10.1016/j.istruc.2025.110010","DOIUrl":null,"url":null,"abstract":"<div><div>The accurate quantification of crack sizes is particularly crucial for assessing the mechanical performance of naturally cracked timber columns. This paper focuses on two typical types of timber columns, cylindrical and square columns, and proposes a three-dimensional morphology quantification algorithm for cracks based on point cloud processing. This method involves a series of operations including morphology fitting, filtering, and clustering to accurately extract the crack point clouds from the original data, followed by a detailed quantification of the crack sizes through grille processing. It has been verified that the quantification results obtained by this algorithm have an error of less than 15 % compared to the size measured manually. This demonstrates the accuracy of this algorithm in quantifying the three-dimensional sizes of natural cracks. It provides a reference for damage detection in timber structures and offers more accurate physical parameters for further assessments of the mechanical performance of naturally cracked timber components.</div></div>","PeriodicalId":48642,"journal":{"name":"Structures","volume":"81 ","pages":"Article 110010"},"PeriodicalIF":4.3000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Algorithms for three-dimensional morphology quantification of cracks in timber columns based on point cloud\",\"authors\":\"Yewei Ding ,&nbsp;Haibei Xiong ,&nbsp;Lin Chen ,&nbsp;Jiawei Chen ,&nbsp;Shaoge Cheng ,&nbsp;Xiaowei Yang\",\"doi\":\"10.1016/j.istruc.2025.110010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The accurate quantification of crack sizes is particularly crucial for assessing the mechanical performance of naturally cracked timber columns. This paper focuses on two typical types of timber columns, cylindrical and square columns, and proposes a three-dimensional morphology quantification algorithm for cracks based on point cloud processing. This method involves a series of operations including morphology fitting, filtering, and clustering to accurately extract the crack point clouds from the original data, followed by a detailed quantification of the crack sizes through grille processing. It has been verified that the quantification results obtained by this algorithm have an error of less than 15 % compared to the size measured manually. This demonstrates the accuracy of this algorithm in quantifying the three-dimensional sizes of natural cracks. It provides a reference for damage detection in timber structures and offers more accurate physical parameters for further assessments of the mechanical performance of naturally cracked timber components.</div></div>\",\"PeriodicalId\":48642,\"journal\":{\"name\":\"Structures\",\"volume\":\"81 \",\"pages\":\"Article 110010\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Structures\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352012425018259\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, CIVIL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Structures","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352012425018259","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, CIVIL","Score":null,"Total":0}
引用次数: 0

摘要

裂缝尺寸的精确量化对于评估自然开裂木柱的力学性能尤为重要。针对圆柱柱和方柱两种典型的木柱类型,提出了一种基于点云处理的裂缝三维形态量化算法。该方法通过形态学拟合、滤波、聚类等一系列操作,从原始数据中准确提取裂纹点云,然后通过格栅处理对裂纹尺寸进行详细量化。经验证,与人工测量的尺寸相比,该算法得到的量化结果误差小于15 %。这证明了该算法在量化自然裂缝三维尺寸方面的准确性。为木结构的损伤检测提供了参考,为进一步评价自然开裂木结构构件的力学性能提供了更准确的物理参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algorithms for three-dimensional morphology quantification of cracks in timber columns based on point cloud
The accurate quantification of crack sizes is particularly crucial for assessing the mechanical performance of naturally cracked timber columns. This paper focuses on two typical types of timber columns, cylindrical and square columns, and proposes a three-dimensional morphology quantification algorithm for cracks based on point cloud processing. This method involves a series of operations including morphology fitting, filtering, and clustering to accurately extract the crack point clouds from the original data, followed by a detailed quantification of the crack sizes through grille processing. It has been verified that the quantification results obtained by this algorithm have an error of less than 15 % compared to the size measured manually. This demonstrates the accuracy of this algorithm in quantifying the three-dimensional sizes of natural cracks. It provides a reference for damage detection in timber structures and offers more accurate physical parameters for further assessments of the mechanical performance of naturally cracked timber components.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Structures
Structures Engineering-Architecture
CiteScore
5.70
自引率
17.10%
发文量
1187
期刊介绍: Structures aims to publish internationally-leading research across the full breadth of structural engineering. Papers for Structures are particularly welcome in which high-quality research will benefit from wide readership of academics and practitioners such that not only high citation rates but also tangible industrial-related pathways to impact are achieved.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信