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A plug-and-play Hyperspectral Imaging Sensor using low-cost equipment

机译:使用低成本设备的即插即用高光谱成像传感器

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Hyperspectral Imaging Sensors (HSI) obtain spectral information from an object, and they are used to solve problems in Remote Sensing, Food Analysis, Precision Agriculture, and others. This paper took advantage of modern high-resolution cameras, electronics, and optics to develop a robust, low-cost, and easy to assemble HSI device. This device could be used to evaluate new algorithms for hyperspectral image analysis and explore its feasibility to develop new applications on a low-budget. It weighs up to 300?g, detects wavelengths from 400?nm–1052?nm, and generates up to 315 different wavebands with a spectral resolution up to 2.0698?nm. Its spatial resolution of 116?×?110?pixels works for many applications. Furthermore, with only 2% of the cost of commercial HSI devices with similar characteristics, it has shown high spectral accuracy in controlled light conditions as well as ambient light conditions. Unlike related works, the proposed HSI system includes a framework to build the proposed HSI from scratch. This framework decreases the complexity of building an HSI device as well as the processing time. It contains every needed 3D model, a calibration method, the image acquisition software, and the methodology to build and calibrate the proposed HSI device. Therefore, the proposed HSI system is portable, reusable, and lightweight.
机译:高光谱成像传感器(HSI)从物体获得光谱信息,它们用于解决遥感,食品分析,精密农业等问题。本文利用现代高分辨率相机,电子产品和光学器件来开发强大,低成本,易于组装的HSI设备。该设备可用于评估高光谱图像分析的新算法,并探讨其在低预算上开发新应用的可行性。它的重量高达300?g,检测400?nm-1052?nm的波长,并产生高达315个不同的波段,具有高达2.0698的光谱分辨率。其空间分辨率为116?×110?像素适用于许多应用。此外,仅具有相似特性的商业HSI设备成本的2%,它在受控光线条件以及环境光条件下显示了高光谱精度。与相关的工作不同,提议的HSI系统包括一个框架,可以从头开始构建提议的HSI。该框架降低了构建HSI设备以及处理时间的复杂性。它包含每个所需的3D模型,校准方法,图像采集软件以及构建和校准所提出的HSI设备的方法。因此,所提出的HSI系统是便携式,可重复使用和重量轻的。

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