MSI-RPi: Affordable, Portable, and Modular Multispectral Imaging Prototype Suited to Operate in UV, Visible and Mid-Infrared Regions

Ajay Arunachalam, Henrik Andreasson
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Abstract

Digital plant inventory provides critical growth insights, given the associated data quality is good. Stable & high-quality image acquisition is critical for further examination. In this work, we showcase an affordable, portable, and modular spectral camera prototype, designed with open hardware’s and open-source software’s. The image sensors used were color, and infrared Pi micro-camera. The designed prototype presents the advantage as being low-cost and modular with respect to other general commercial market available spectral devices. The micro-size connected sensors make it a compact instrument that can be used for any general spectral acquisition purposes, along with the provision of custom selection of the bands, making the presented prototype design a Plug-nd-Play (PnP) setup that can be used in different wide application areas. The images acquired from our custom-built prototype were back-tested by performing image analysis and qualitative assessments. The image acquisition software, and processing algorithm has been programmed, which is bundled with our developed system. Further, an end-to-end automation script is integrated for the users to readily leverage the services on-demand. The design files, schematics, and all the related materials of the spectral block design is open-sourced with open-hardware license & is made available at https://github.com/ajayarunachalam/Multi-Spectral-Imaging-RaspberryPi-Design. The automated data acquisition scripts & the spectral image analysis done is made available at https://github.com/ajayarunachalam/SI-RPi.
MSI-RPi:价格合理,便携式,模块化多光谱成像原型,适用于紫外,可见和中红外区域
鉴于相关数据质量良好,数字化工厂库存提供了关键的增长洞察。稳定和高质量的图像采集是进一步检查的关键。在这项工作中,我们展示了一个价格合理、便携、模块化的光谱相机原型,采用开放硬件和开源软件设计。所使用的图像传感器有彩色、红外Pi微型摄像机。与其他一般商业市场上可用的频谱设备相比,所设计的原型具有低成本和模块化的优势。微型连接的传感器使其成为一种紧凑的仪器,可用于任何一般的光谱采集目的,以及提供定制选择的频段,使所介绍的原型设计成为可用于不同广泛应用领域的即插即用(PnP)设置。从我们定制的原型中获得的图像通过执行图像分析和定性评估进行了反向测试。编写了图像采集软件和处理算法,并与开发的系统捆绑在一起。此外,还集成了端到端自动化脚本,以便用户随时利用按需服务。光谱块设计的设计文件、原理图和所有相关材料都是开源的,具有开放硬件许可,并可在https://github.com/ajay**am/Multi-Spectral-Imaging-RaspberryPi-Design上获得。自动化数据采集脚本和完成的光谱图像分析可在https://github.com/ajay**am/SI-RPi上获得。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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