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测量视频内窥镜调制传递函数的最佳实践

Best Practices for Measuring the Modulation Transfer Function of Video Endoscopes.

作者信息

Wang Quanzeng, Tran Chinh, Burns Peter, Namazi Nader M

机构信息

Center for Devices and Radiological Health, Food and Drug Administration, Silver Spring, MD 20993, USA.

Department of Electrical Engineering and Computer Science, The Catholic University of America, Washington, DC 20064, USA.

出版信息

Sensors (Basel). 2024 Aug 5;24(15):5075. doi: 10.3390/s24155075.

Abstract

Endoscopes are crucial for assisting in surgery and disease diagnosis, including the early detection of cancer. The effective use of endoscopes relies on their optical performance, which can be characterized with a series of metrics such as resolution, vital for revealing anatomical details. The modulation transfer function (MTF) is a key metric for evaluating endoscope resolution. However, the 2020 version of the ISO 8600-5 standard, while introducing an endoscope MTF measurement method, lacks empirical validation and excludes opto-electronic video endoscopes, the largest family of endoscopes. Measuring the MTF of video endoscopes requires tailored standards that address their unique characteristics. This paper aims to expand the scope of ISO 8600-5:2020 to include video endoscopes, by optimizing the MTF test method and addressing parameters affecting measurement accuracy. We studied the effects of intensity and uniformity of image luminance, chart modulation compensation, linearity of image digital values, auto gain control, image enhancement, image compression and the region of interest dimensions on images of slanted-edge test charts, and thus the MTF based on these images. By analyzing these effects, we provided recommendations for setting and controlling these factors to obtain accurate MTF curves. Our goal is to enhance the standard's relevance and effectiveness for measuring the MTF of a broader range of endoscopic devices, with potential applications in the MTF measurement of other digital imaging devices.

摘要

内窥镜对于辅助手术和疾病诊断至关重要,包括癌症的早期检测。内窥镜的有效使用依赖于其光学性能,光学性能可以通过一系列指标来表征,比如分辨率,分辨率对于揭示解剖细节至关重要。调制传递函数(MTF)是评估内窥镜分辨率的关键指标。然而,2020版ISO 8600-5标准虽然引入了内窥镜MTF测量方法,但缺乏实证验证,并且排除了最大的内窥镜类别——光电视频内窥镜。测量视频内窥镜的MTF需要针对其独特特性制定专门的标准。本文旨在通过优化MTF测试方法并解决影响测量准确性的参数,将ISO 8600-5:2020的范围扩展到包括视频内窥镜。我们研究了图像亮度的强度和均匀性、图表调制补偿、图像数字值的线性度、自动增益控制、图像增强、图像压缩以及感兴趣区域尺寸对倾斜边缘测试图表图像的影响,进而研究了基于这些图像的MTF。通过分析这些影响,我们给出了设置和控制这些因素以获得准确MTF曲线的建议。我们的目标是提高该标准在测量更广泛内窥镜设备MTF方面的相关性和有效性,并在其他数字成像设备的MTF测量中具有潜在应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/019c/11314748/55534bee4ca0/sensors-24-05075-g001.jpg

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