Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1785040740042145792 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10177930 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhoutongtong analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT hudong analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT qiudekai analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT yushengqi analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT huangyuping analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT sunzhizhong analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT sunxiaolin analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT zhouguoquan analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT suntong analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging AT penghehuan analysisoflightpenetrationdepthinappletissuesbydepthresolvedspatialfrequencydomainimaging |