计算机断层成像中图像质量的测定及其标准化

IF 2.4 3区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Anne-Françoise Obaton, Uwe Ewert, Holger Roth, Janka Wilbig, Dominik Brouczek, Martin Schwentenwein, Simon Burkhard, Alain Küng, Clément Remacha, Nicolas Cochennec, Lionel Gay, Marko Katic
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引用次数: 0

摘要

x射线计算机断层扫描(XCT)已成为工业上重要的无损质量保证技术。因此,需要XCT的质量保险标准及其性能,以支持工业XCT用户进行可靠的生产。这种性能取决于对所产生图像质量的分析,以及在给定XCT参数设置下实现的尺寸测量精度。直到最近,标准评估图像质量仅根据对比度灵敏度和空间分辨率。直到现在还无法预测检测限。引入了一个新的术语:细节检测灵敏度(DDS)。它取决于对比度灵敏度作为对比度和噪声的函数,以及空间分辨率。需要将空间频率纳入分析,以考虑灵敏度作为指示大小的函数。对比灵敏度由对比判别函数(CDF)量化,空间分辨率由调制传递函数(MTF)量化。在100%对比度下,从对比度检测图(CDD)确定空气缺陷的数值DDS。然而,一些XCT操作符更喜欢视觉确定而不是数字确定。针对这一需求,SensMonCTII项目提出了一种新的图像质量指标(IQI),它由一个带有不同大小孔的磁盘组成,用于视觉DDS的确定。该项目旨在制定一个新的ISO标准草案,提供通过MTF、CDF、CDD和DDS对XCT图像质量进行数值评估的实践,以及从磁盘IQI的孔可见度来视觉评估DDS。本文不讨论XCT在尺寸测量精度方面的性能,而是关注XCT在图像质量方面的性能。介绍了评价图像质量的方法,首次包括DDS。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determination of the Image Quality in Computed Tomography and its Standardisation

X-Ray Computed tomography (XCT) has become an important non-destructive quality assurance technique in industry. Consequently, standards for quality insurance of XCT and on its performance are required to support industrial XCT users for reliable production. This performance is determined by analysis of the quality of the images produced and by the dimensional measurement accuracy achieved for a given XCT parameter setting. Until recently, standards assessed image quality solely in terms of contrast sensitivity and spatial resolution. Detection limits could not be predicted until now. A new term is introduced: The Detail Detection Sensitivity (DDS). It depends on the contrast sensitivity as a function of contrast and noise, and on the spatial resolution. The spatial frequency needs to be implemented into the analysis to consider sensitivity as a function of the size of an indication. The contrast sensitivity is quantified by the Contrast Discrimination Function (CDF) and the spatial resolution by the Modulation Transfer Function (MTF). The numerical DDS is determined for air flaws from the Contrast Detection Diagram (CDD) at 100% contrast. However, some XCT operators prefer visual determinations rather than numerical ones. To face this need, the SensMonCTII project proposes a new Image Quality Indicator (IQI), consisting of a disk with holes of different sizes for visual DDS determination. The project aims to produce a new ISO standard draft providing a practice to evaluate numerically the XCT image quality via MTF, CDF, CDD and DDS, as well as to evaluate visually the DDS from the hole visibility of a disk IQI. The paper does not address the performance of XCT in terms of dimensional measurement accuracy, but focuses on the performance of XCT in terms of image quality. It describes the methodology to evaluate the image quality, including DDS for the first time.

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来源期刊
Journal of Nondestructive Evaluation
Journal of Nondestructive Evaluation 工程技术-材料科学:表征与测试
CiteScore
4.90
自引率
7.10%
发文量
67
审稿时长
9 months
期刊介绍: Journal of Nondestructive Evaluation provides a forum for the broad range of scientific and engineering activities involved in developing a quantitative nondestructive evaluation (NDE) capability. This interdisciplinary journal publishes papers on the development of new equipment, analyses, and approaches to nondestructive measurements.
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