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Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix

A multi-spectral fluorescence imaging technique was used to detect defective cherry tomatoes. The fluorescence excitation and emission matrix was used to measure for defects, sound surface and stem areas to determine the optimal fluorescence excitation and emission wavelengths for discrimination. Tw...

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Detalles Bibliográficos
Autores principales: Baek, In-Suck, Kim, Moon S., Lee, Hoosoo, Lee, Wang-Hee, Cho, Byoung-Kwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279544/
https://www.ncbi.nlm.nih.gov/pubmed/25405507
http://dx.doi.org/10.3390/s141121483
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author Baek, In-Suck
Kim, Moon S.
Lee, Hoosoo
Lee, Wang-Hee
Cho, Byoung-Kwan
author_facet Baek, In-Suck
Kim, Moon S.
Lee, Hoosoo
Lee, Wang-Hee
Cho, Byoung-Kwan
author_sort Baek, In-Suck
collection PubMed
description A multi-spectral fluorescence imaging technique was used to detect defective cherry tomatoes. The fluorescence excitation and emission matrix was used to measure for defects, sound surface and stem areas to determine the optimal fluorescence excitation and emission wavelengths for discrimination. Two-way ANOVA revealed the optimal excitation wavelength for detecting defect areas was 410 nm. Principal component analysis (PCA) was applied to the fluorescence emission spectra of all regions at 410 nm excitation to determine the emission wavelengths for defect detection. The major emission wavelengths were 688 nm and 506 nm for the detection. Fluorescence images combined with the determined emission wavebands demonstrated the feasibility of detecting defective cherry tomatoes with >98% accuracy. Multi-spectral fluorescence imaging has potential utility in non-destructive quality sorting of cherry tomatoes.
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spelling pubmed-42795442015-01-15 Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix Baek, In-Suck Kim, Moon S. Lee, Hoosoo Lee, Wang-Hee Cho, Byoung-Kwan Sensors (Basel) Article A multi-spectral fluorescence imaging technique was used to detect defective cherry tomatoes. The fluorescence excitation and emission matrix was used to measure for defects, sound surface and stem areas to determine the optimal fluorescence excitation and emission wavelengths for discrimination. Two-way ANOVA revealed the optimal excitation wavelength for detecting defect areas was 410 nm. Principal component analysis (PCA) was applied to the fluorescence emission spectra of all regions at 410 nm excitation to determine the emission wavelengths for defect detection. The major emission wavelengths were 688 nm and 506 nm for the detection. Fluorescence images combined with the determined emission wavebands demonstrated the feasibility of detecting defective cherry tomatoes with >98% accuracy. Multi-spectral fluorescence imaging has potential utility in non-destructive quality sorting of cherry tomatoes. MDPI 2014-11-14 /pmc/articles/PMC4279544/ /pubmed/25405507 http://dx.doi.org/10.3390/s141121483 Text en © 2014 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Baek, In-Suck
Kim, Moon S.
Lee, Hoosoo
Lee, Wang-Hee
Cho, Byoung-Kwan
Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix
title Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix
title_full Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix
title_fullStr Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix
title_full_unstemmed Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix
title_short Optimal Fluorescence Waveband Determination for Detecting Defective Cherry Tomatoes Using a Fluorescence Excitation-Emission Matrix
title_sort optimal fluorescence waveband determination for detecting defective cherry tomatoes using a fluorescence excitation-emission matrix
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279544/
https://www.ncbi.nlm.nih.gov/pubmed/25405507
http://dx.doi.org/10.3390/s141121483
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