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实验室高光谱图像采集系统的设置和验证。

Laboratory Hyperspectral Image Acquisition System Setup and Validation.

机构信息

Institute of Applied Microelectronics (IUMA), University of Las Palmas de Gran Canaria, 35003 Las Palmas de Gran Canaria, Spain.

Norwegian Institute of Food Fisheries and Aquaculture Research (NOFIMA), 9019 Tromsø, Norway.

出版信息

Sensors (Basel). 2022 Mar 10;22(6):2159. doi: 10.3390/s22062159.

DOI:10.3390/s22062159
PMID:35336337
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8956094/
Abstract

Hyperspectral Imaging (HSI) techniques have demonstrated potential to provide useful information in a broad set of applications in different domains, from precision agriculture to environmental science. A first step in the preparation of the algorithms to be employed outdoors starts at a laboratory level, capturing a high amount of samples to be analysed and processed in order to extract the necessary information about the spectral characteristics of the studied samples in the most precise way. In this article, a custom-made scanning system for hyperspectral image acquisition is described. Commercially available components have been carefully selected in order to be integrated into a flexible infrastructure able to obtain data from any Generic Interface for Cameras (GenICam) compliant devices using the gigabyte Ethernet interface. The entire setup has been tested using the Specim FX hyperspectral series (FX10 and FX17) and a Graphical User Interface (GUI) has been developed in order to control the individual components and visualise data. Morphological analysis, spectral response and optical aberration of these pushbroom-type hyperspectral cameras have been evaluated prior to the validation of the whole system with different plastic samples for which spectral signatures are extracted and compared with well-known spectral libraries.

摘要

高光谱成像(HSI)技术已经证明了在不同领域的广泛应用中提供有用信息的潜力,从精准农业到环境科学。在准备在户外使用的算法时,第一步是在实验室层面进行,采集大量的样本进行分析和处理,以便以最精确的方式提取有关研究样本光谱特征的必要信息。本文描述了一种用于高光谱图像采集的定制扫描系统。经过精心挑选商用组件,以便将其集成到一个灵活的基础设施中,该基础设施能够使用千兆以太网接口从任何符合通用接口相机(GenICam)的设备中获取数据。整个设置已经使用 Specim FX 高光谱系列(FX10 和 FX17)进行了测试,并开发了一个图形用户界面(GUI),以便控制各个组件并可视化数据。在使用不同的塑料样本验证整个系统之前,对这些推帚式高光谱相机的形态分析、光谱响应和像差进行了评估,这些样本的光谱特征被提取出来,并与知名的光谱库进行了比较。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/a354a6896266/sensors-22-02159-g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/6345571cdb2a/sensors-22-02159-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/5390c2a46252/sensors-22-02159-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/bafe8096f2cf/sensors-22-02159-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/7587ef9bdee9/sensors-22-02159-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/458ce58a3685/sensors-22-02159-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/5c55a20306de/sensors-22-02159-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/cef7c4d51823/sensors-22-02159-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/5b77462f0b99/sensors-22-02159-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/03af5494759c/sensors-22-02159-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/ac3657f4153c/sensors-22-02159-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/d696560325a7/sensors-22-02159-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/c8a9bf0afec1/sensors-22-02159-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/9113e2c5a6d2/sensors-22-02159-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/a354a6896266/sensors-22-02159-g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/6345571cdb2a/sensors-22-02159-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/5390c2a46252/sensors-22-02159-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/bafe8096f2cf/sensors-22-02159-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/7587ef9bdee9/sensors-22-02159-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/458ce58a3685/sensors-22-02159-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/5c55a20306de/sensors-22-02159-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/cef7c4d51823/sensors-22-02159-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/5b77462f0b99/sensors-22-02159-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/03af5494759c/sensors-22-02159-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/ac3657f4153c/sensors-22-02159-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/d696560325a7/sensors-22-02159-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/c8a9bf0afec1/sensors-22-02159-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/9113e2c5a6d2/sensors-22-02159-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7db9/8956094/a354a6896266/sensors-22-02159-g014.jpg

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