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An Improved Adaptive Width Template Method for Crack Detection of Nuclear Containments

机译:一种改进的自适应宽度模板的核安全壳裂纹检测方法

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摘要

As an external defect, cracks cannot be neglected, and crack detection is crucial for the safety monitoring of nuclear containments. Because of the low continuity and tiny size of cracks, traditional crack-detection methods sometimes fail to detect cracks in complex backgrounds. This paper proposes a crack-detection method featuring a template that can adaptively determine the crack width. The search starts from the local minimum point of the gray level, and the crack width is determined by comparing the gray difference between the seed region and its neighborhoods on a pixel basis. Then, the block-iterative algorithm is used to intersect with the results of the template method followed by the morphological method for further noise removal. Compared with the traditional methods, the developed method can detect tiny cracks with a higher recognition ratio. The applicability of this method was verified by experiments from a nuclear containment in southern China. (C) 2017 American Society of Civil Engineers.
机译:作为外部缺陷,不能忽略裂纹,裂纹检测对于核安全壳的安全监控至关重要。由于裂缝的连续性低且尺寸很小,传统的裂缝检测方法有时无法检测复杂背景下的裂缝。本文提出了一种裂缝检测方法,该方法具有可自适应确定裂缝宽度的模板。搜索从灰度的局部最小点开始,并且通过以像素为基础比较种子区域及其附近区域之间的灰度差来确定裂缝宽度。然后,使用块迭代算法与模板方法的结果相交,然后与形态学方法相交,以进一步去除噪声。与传统方法相比,改进后的方法可以识别出更高识别率的微小裂缝。该方法的适用性已通过来自中国南方核安全壳的实验验证。 (C)2017年美国土木工程师学会。

著录项

  • 来源
    《Journal of surveying engineering》 |2017年第4期|04017016.1-04017016.10|共10页
  • 作者单位

    Wuhan Univ, Sch Geodesy & Geomat, Wuhan 430079, Hubei, Peoples R China|Wuhan Univ, Key Lab Precise Engn & Ind Surveying, Natl Adm Surveying Mapping & Geoinformat, Wuhan 430079, Hubei, Peoples R China;

    Wuhan Geomat Inst, Wuhan 430022, Hubei, Peoples R China;

    Wuhan Univ, Sch Geodesy & Geomat, Wuhan 430079, Hubei, Peoples R China|Wuhan Univ, Key Lab Precise Engn & Ind Surveying, Natl Adm Surveying Mapping & Geoinformat, Wuhan 430079, Hubei, Peoples R China;

    Wuhan Univ, Sch Geodesy & Geomat, Wuhan 430079, Hubei, Peoples R China|Wuhan Univ, Key Lab Precise Engn & Ind Surveying, Natl Adm Surveying Mapping & Geoinformat, Wuhan 430079, Hubei, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Crack detection; Adaptive width template; Block iteration; Morphology; Denoising;

    机译:裂纹检测自适应宽度模板块迭代形态降噪;

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