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Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging

Spatial-frequency domain imaging (SFDI) has been developed as an emerging modality for detecting early-stage bruises of fruits, such as apples, due to its unique advantage of a depth-resolved imaging feature. This paper presents theoretical and experimental analyses to determine the light penetratio...

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Autores principales: Zhou, Tongtong, Hu, Dong, Qiu, Dekai, Yu, Shengqi, Huang, Yuping, Sun, Zhizhong, Sun, Xiaolin, Zhou, Guoquan, Sun, Tong, Peng, Hehuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10177930/
https://www.ncbi.nlm.nih.gov/pubmed/37174321
http://dx.doi.org/10.3390/foods12091783
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author Zhou, Tongtong
Hu, Dong
Qiu, Dekai
Yu, Shengqi
Huang, Yuping
Sun, Zhizhong
Sun, Xiaolin
Zhou, Guoquan
Sun, Tong
Peng, Hehuan
author_facet Zhou, Tongtong
Hu, Dong
Qiu, Dekai
Yu, Shengqi
Huang, Yuping
Sun, Zhizhong
Sun, Xiaolin
Zhou, Guoquan
Sun, Tong
Peng, Hehuan
author_sort Zhou, Tongtong
collection PubMed
description Spatial-frequency domain imaging (SFDI) has been developed as an emerging modality for detecting early-stage bruises of fruits, such as apples, due to its unique advantage of a depth-resolved imaging feature. This paper presents theoretical and experimental analyses to determine the light penetration depth in apple tissues under spatially modulated illumination. Simulation and practical experiments were then carried out to explore the maximum light penetration depths in ‘Golden Delicious’ apples. Then, apple experiments for early-stage bruise detection using the estimated reduced scattering coefficient mapping were conducted to validate the results of light penetration depths. The results showed that the simulations produced comparable or a little larger light penetration depth in apple tissues (~2.2 mm) than the practical experiment (~1.8 mm or ~2.3 mm). Apple peel further decreased the light penetration depth due to the high absorption properties of pigment contents. Apple bruises located beneath the surface peel with the depth of about 0–1.2 mm could be effectively detected by the SFDI technique. This study, to our knowledge, made the first effort to investigate the light penetration depth in apple tissues by SFDI, which would provide useful information for enhanced detection of early-stage apple bruising by selecting the appropriate spatial frequency.
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spelling pubmed-101779302023-05-13 Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging Zhou, Tongtong Hu, Dong Qiu, Dekai Yu, Shengqi Huang, Yuping Sun, Zhizhong Sun, Xiaolin Zhou, Guoquan Sun, Tong Peng, Hehuan Foods Article Spatial-frequency domain imaging (SFDI) has been developed as an emerging modality for detecting early-stage bruises of fruits, such as apples, due to its unique advantage of a depth-resolved imaging feature. This paper presents theoretical and experimental analyses to determine the light penetration depth in apple tissues under spatially modulated illumination. Simulation and practical experiments were then carried out to explore the maximum light penetration depths in ‘Golden Delicious’ apples. Then, apple experiments for early-stage bruise detection using the estimated reduced scattering coefficient mapping were conducted to validate the results of light penetration depths. The results showed that the simulations produced comparable or a little larger light penetration depth in apple tissues (~2.2 mm) than the practical experiment (~1.8 mm or ~2.3 mm). Apple peel further decreased the light penetration depth due to the high absorption properties of pigment contents. Apple bruises located beneath the surface peel with the depth of about 0–1.2 mm could be effectively detected by the SFDI technique. This study, to our knowledge, made the first effort to investigate the light penetration depth in apple tissues by SFDI, which would provide useful information for enhanced detection of early-stage apple bruising by selecting the appropriate spatial frequency. MDPI 2023-04-25 /pmc/articles/PMC10177930/ /pubmed/37174321 http://dx.doi.org/10.3390/foods12091783 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhou, Tongtong
Hu, Dong
Qiu, Dekai
Yu, Shengqi
Huang, Yuping
Sun, Zhizhong
Sun, Xiaolin
Zhou, Guoquan
Sun, Tong
Peng, Hehuan
Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging
title Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging
title_full Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging
title_fullStr Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging
title_full_unstemmed Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging
title_short Analysis of Light Penetration Depth in Apple Tissues by Depth-Resolved Spatial-Frequency Domain Imaging
title_sort analysis of light penetration depth in apple tissues by depth-resolved spatial-frequency domain imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10177930/
https://www.ncbi.nlm.nih.gov/pubmed/37174321
http://dx.doi.org/10.3390/foods12091783
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