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