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便携式、低成本多光谱成像系统:设计、开发、验证和利用。

Portable, low-cost multispectral imaging system: design, development, validation, and utilization.

机构信息

MobileODT Ltd., Tel Aviv, Israel.

Tel Aviv University, Industrial Engineering, Tel Aviv, Israel.

出版信息

J Biomed Opt. 2018 Dec;23(12):1-11. doi: 10.1117/1.JBO.23.12.121612.

Abstract

Optical spectral images can be used to estimate the amount of bulk absorbers in tissues, specifically oxy- and deoxyhemoglobin, as well as scattering parameters. Most systems that capture spectral image data are large, heavy, and expensive. This paper presents a full end-to-end analysis of a low-cost reflectance-mode multispectral imaging system operating in the visible and near-infrared spectra. The system consists of 13 LEDs mounted on a printed circuit board, a monochrome machine vision camera, and a tablet computer to control the hardware. The bill of materials for the system is less than $1000. Hardware design and implementation are detailed. Calibration, image capture, and preprocessing are also discussed. In validation experiments, excellent agreement is observed in diffuse reflectance measurements between the spectral camera setup and a spectrometer. To demonstrate that such spectral image data can yield meaningful optical measurements in vivo, the forearms of eight volunteers are imaged in the system. Their data are then analyzed to estimate the tissue optical properties of different skin layers using a Monte Carlo lookup table. In three volunteers, spectral images are captured before and after inducing erythema using a warm wet towel. Across the three subjects, a clear increase in the blood content of the superficial plexus layer was observed as a result of the erythema. Collectively, these findings suggest that a low-cost system can capture accurate spectral data and that clinically meaningful information can be derived from it.

摘要

光学光谱图像可用于估计组织中大量吸收体的含量,特别是氧合血红蛋白和脱氧血红蛋白,以及散射参数。大多数捕获光谱图像数据的系统都很大、很重且昂贵。本文全面分析了一种低成本的反射模式多光谱成像系统,该系统在可见和近红外光谱范围内运行。该系统由安装在印刷电路板上的 13 个 LED、一个单色机器视觉相机和一个平板电脑组成,用于控制硬件。系统的材料清单成本不到 1000 美元。详细介绍了硬件设计和实现。还讨论了校准、图像捕获和预处理。在验证实验中,在漫反射测量方面,光谱相机设置与光谱仪之间观察到极好的一致性。为了证明这种光谱图像数据可以在体内获得有意义的光学测量结果,我们对八名志愿者的前臂进行了系统成像。然后使用蒙特卡罗查找表分析他们的数据,以估计不同皮肤层的组织光学特性。在三名志愿者中,使用温暖的湿毛巾诱发红斑前后,对其进行了光谱图像采集。在这三个受试者中,由于红斑,浅层丛层的血液含量明显增加。总的来说,这些发现表明,低成本系统可以捕获准确的光谱数据,并且可以从中得出有临床意义的信息。

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