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光电容积脉搏波成像:光电皮肤灌注体模评估相机性能。

Photoplethysmography imaging:camera performance evaluation by means of an optoelectronic skin perfusion phantom.

机构信息

Dept. of Electromagnetic and Biomedical Engineering, Faculty of Electrical Engineering and Information Technology, University of Zilina, Zilina, Slovakia.

出版信息

Physiol Meas. 2020 Jun 8;41(5):054001. doi: 10.1088/1361-6579/ab87b3.

Abstract

OBJECTIVE

Photoplethysmography imaging (PPGI) is a promising contactless camera-based method of non-invasive cardiovascular diagnostics. To achieve the best results, it is important to choose the most suitable camera for a specific application. The settings of the camera influence the quality of the detected signal.

APPROACH

The standard (European Machine Vision Association 2016 EMVA Standard 1288-Standard for Characterization of Image Sensors and Cameras pp 1-39 (available at: https://www.emva.org/wp-content/uploads/EMVA1288-3.1a.pdf)) for evaluating the imaging performance of machine vision cameras (MVC) helps at the initial decision of the sensor, but the camera should always be tested in terms of usability for a specific application. So far, PPGI lacks a standardized measurement scenario for evaluating the performance of individual cameras. For this, we realized a controllable optoelectronic phantom with artificial silicone skin allowing reproducible tests of cameras to verify their suitability for PPGI. The entire system is housed in a light-tight box. We tested an MVC, a digital single-lens reflex camera (DSLR) camera and a webcam. Each camera varies in used technology and price.

MAIN RESULTS

We simulated real PPGI measurement conditions simulating the ratio of pulse (AC) and non-pulse (DC) component of the photoplethysmographic signal and achieved AC/DC ratios of 0.5 % on average. An additional OLED panel ensures proper DC providing reproducible measurement conditions. We evaluated the signal morphological features, amplitude spectrum, signal-to-noise ratio (SNR) and spatially dependent changes of simulated subcutaneous perfusion. Here, the MVC proved to be the most suitable device. A DSLR is also suitable for PPGI, but a larger smoothing kernel is required to obtain a perfusion map. The webcam, as the weakest contender, proved to be very susceptible to any inhomogeneous illumination of the examined artificial skin surface. However, it is still able to detect cardiac rhythm.

SIGNIFICANCE

The result of our work is an optoelectronic phantom for reproducible testing of PPGI camera performance in terms of signal quality and measurement equipment costs.

摘要

目的

光电容积描记成像(PPGI)是一种有前途的非接触式基于相机的无创心血管诊断方法。为了获得最佳结果,选择最适合特定应用的相机非常重要。相机的设置会影响检测到的信号质量。

方法

用于评估机器视觉相机(MVC)成像性能的标准(欧洲机器视觉协会 2016 年 EMVA 标准 1288-用于传感器和相机特性描述的标准第 1-39 页(可在以下网址获得:https://www.emva.org/wp-content/uploads/EMVA1288-3.1a.pdf))有助于在传感器的初始决策中提供帮助,但对于特定应用,始终应根据可用性对相机进行测试。到目前为止,PPGI 缺乏用于评估各个相机性能的标准化测量场景。为此,我们实现了一个可控的光电体模,具有人造硅酮皮肤,可重复测试相机,以验证其是否适合 PPGI。整个系统都安装在一个不透光的盒子里。我们测试了一台 MVC、一台数码单反相机(DSLR)和一台网络摄像头。每台相机的技术和价格都有所不同。

主要结果

我们模拟了真实的 PPGI 测量条件,模拟光电容积脉搏波信号的脉冲(AC)和非脉冲(DC)分量的比例,平均实现了 0.5%的 AC/DC 比值。额外的 OLED 面板可确保适当的 DC,从而提供可重复的测量条件。我们评估了信号形态特征、幅度谱、信噪比(SNR)和模拟皮下灌注的空间相关变化。在这里,MVC 被证明是最适合的设备。DSLR 也适用于 PPGI,但需要更大的平滑核才能获得灌注图。网络摄像头作为最弱的竞争者,被证明对所检查的人造皮肤表面的任何不均匀照明非常敏感。然而,它仍然能够检测到心脏节律。

意义

我们工作的结果是一个光电体模,用于根据信号质量和测量设备成本对 PPGI 相机性能进行可重复测试。

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