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Characterization of a Multispectral Imaging System Based on Narrow Bandwidth Power LEDs.

Authors :
Monsalve, Manuel Alejandro Tamayo
Osorio, Gustavo
Montes, Nubia Liliana
Lopez, Santiago
Cubero, Sergio
Blasco, Jose
Source :
IEEE Transactions on Instrumentation & Measurement. 2021, Vol. 70, p1-11. 11p.
Publication Year :
2021

Abstract

Multispectral imaging systems using narrow-band power LEDs have become a feasible solution for a wide range of applications. Their fast response and simple implementation compensate for a low spectral resolution. In this article, we are filling a gap identified in the literature on multispectral systems by presenting a detailed design of a light controller, as well as a characterization of the whole system by means of a correlation and a repeatability analysis. We use a reference color target to assess accuracy and precision by comparing our system with high-performance hyperspectral equipment used in fruit quality control. The system captures multispectral images (MSIs) with 15 different wavelengths ($\lambda \in [410~950$ ] nm). The main finding is a Pearson correlation index above 80% ($\rho > 0.8$) with a variance in the measure within 10% ($\sigma ^{2} < 0.1$). We also examine the characteristics of the instrument at a maximum speed of 8 MSIs/s although this entails sacrificing precision ($\sigma ^{2} < 0.3$). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189456
Volume :
70
Database :
Academic Search Index
Journal :
IEEE Transactions on Instrumentation & Measurement
Publication Type :
Academic Journal
Accession number :
170414758
Full Text :
https://doi.org/10.1109/TIM.2020.3010109