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用于对比细节图像自动质量评估的软件包评估——与主观视觉评估的比较

Evaluation of a software package for automated quality assessment of contrast detail images--comparison with subjective visual assessment.

作者信息

Pascoal A, Lawinski C P, Honey I, Blake P

机构信息

Medical Engineering and Physics, King's College London, UK.

出版信息

Phys Med Biol. 2005 Dec 7;50(23):5743-57. doi: 10.1088/0031-9155/50/23/023. Epub 2005 Nov 23.

Abstract

Contrast detail analysis is commonly used to assess image quality (IQ) associated with diagnostic imaging systems. Applications include routine assessment of equipment performance and optimization studies. Most frequently, the evaluation of contrast detail images involves human observers visually detecting the threshold contrast detail combinations in the image. However, the subjective nature of human perception and the variations in the decision threshold pose limits to the minimum image quality variations detectable with reliability. Objective methods of assessment of image quality such as automated scoring have the potential to overcome the above limitations. A software package (CDRAD analyser) developed for automated scoring of images produced with the CDRAD test object was evaluated. Its performance to assess absolute and relative IQ was compared with that of an average observer. Results show that the software does not mimic the absolute performance of the average observer. The software proved more sensitive and was able to detect smaller low-contrast variations. The observer's performance was superior to the software's in the detection of smaller details. Both scoring methods showed frequent agreement in the detection of image quality variations resulting from changes in kVp and KERMA(detector), which indicates the potential to use the software CDRAD analyser for assessment of relative IQ.

摘要

对比细节分析通常用于评估与诊断成像系统相关的图像质量(IQ)。其应用包括设备性能的常规评估和优化研究。最常见的是,对比细节图像的评估需要人类观察者在图像中视觉检测阈值对比细节组合。然而,人类感知的主观性以及决策阈值的变化限制了可靠检测到的最小图像质量变化。客观的图像质量评估方法,如自动评分,有可能克服上述局限性。对一个为使用CDRAD测试对象生成的图像进行自动评分而开发的软件包(CDRAD分析器)进行了评估。将其评估绝对和相对IQ的性能与一名普通观察者的性能进行了比较。结果表明,该软件无法模拟普通观察者的绝对性能。该软件被证明更敏感,能够检测到更小的低对比度变化。在检测更小的细节方面,观察者的表现优于软件。两种评分方法在检测由千伏峰值(kVp)和比释动能(探测器)变化引起的图像质量变化方面经常达成一致,这表明使用CDRAD分析器软件评估相对IQ的潜力。

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