使用贝叶斯方法改进c扫描成像

K. S. Ho, S. Pierce, M. H. Li, G. Hayward, M. Sultan
{"title":"使用贝叶斯方法改进c扫描成像","authors":"K. S. Ho, S. Pierce, M. H. Li, G. Hayward, M. Sultan","doi":"10.1109/ULTSYM.2010.5935517","DOIUrl":null,"url":null,"abstract":"Conventional ultrasonic C-scan imaging in composite materials typically employs peak amplitude extraction where the obtained image quality is extremely dependent on the gate setup on the ultrasonic acquisition hardware. Additionally structural noise created by scattering phenomenon is often high enough to bury meaningful reflection echoes, due to the non-homogeneous nature of such materials. This paper investigates the use of Bayesian inference as a method to construct C-scan images of composite material. The approach was implemented using experimental pulse-echo data, obtained by single-sided inspection of carbon fibre reinforced composite plates containing impact damages. The results were compared to through-transmission measurements and show that the defect image contrast can be improved by using the Bayes' method.","PeriodicalId":6437,"journal":{"name":"2010 IEEE International Ultrasonics Symposium","volume":"os-31 1","pages":"1813-1816"},"PeriodicalIF":0.0000,"publicationDate":"2010-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Improved C-scan imaging using a Bayesian approach\",\"authors\":\"K. S. Ho, S. Pierce, M. H. Li, G. Hayward, M. Sultan\",\"doi\":\"10.1109/ULTSYM.2010.5935517\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Conventional ultrasonic C-scan imaging in composite materials typically employs peak amplitude extraction where the obtained image quality is extremely dependent on the gate setup on the ultrasonic acquisition hardware. Additionally structural noise created by scattering phenomenon is often high enough to bury meaningful reflection echoes, due to the non-homogeneous nature of such materials. This paper investigates the use of Bayesian inference as a method to construct C-scan images of composite material. The approach was implemented using experimental pulse-echo data, obtained by single-sided inspection of carbon fibre reinforced composite plates containing impact damages. The results were compared to through-transmission measurements and show that the defect image contrast can be improved by using the Bayes' method.\",\"PeriodicalId\":6437,\"journal\":{\"name\":\"2010 IEEE International Ultrasonics Symposium\",\"volume\":\"os-31 1\",\"pages\":\"1813-1816\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 IEEE International Ultrasonics Symposium\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ULTSYM.2010.5935517\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE International Ultrasonics Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ULTSYM.2010.5935517","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

传统的复合材料超声c扫描成像通常采用峰值振幅提取,其中获得的图像质量非常依赖于超声采集硬件上的栅极设置。此外,由于这种材料的非均匀性,散射现象产生的结构噪声通常高到足以掩盖有意义的反射回波。本文研究了利用贝叶斯推理构造复合材料c扫描图像的方法。该方法利用含冲击损伤的碳纤维增强复合材料板单面检测得到的脉冲回波实验数据来实现。结果与透射测量结果进行了比较,表明贝叶斯方法可以提高缺陷图像的对比度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved C-scan imaging using a Bayesian approach
Conventional ultrasonic C-scan imaging in composite materials typically employs peak amplitude extraction where the obtained image quality is extremely dependent on the gate setup on the ultrasonic acquisition hardware. Additionally structural noise created by scattering phenomenon is often high enough to bury meaningful reflection echoes, due to the non-homogeneous nature of such materials. This paper investigates the use of Bayesian inference as a method to construct C-scan images of composite material. The approach was implemented using experimental pulse-echo data, obtained by single-sided inspection of carbon fibre reinforced composite plates containing impact damages. The results were compared to through-transmission measurements and show that the defect image contrast can be improved by using the Bayes' method.
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
自引率
0.00%
发文量
0
×
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:481959085
Book学术官方微信