Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging

Decoupling of optical properties appears challenging, but vital to get better insight of the relationship between light and fruit attributes. In this study, nine solid phantoms capturing the ranges of absorption (μ a ) and reduced scattering (μ s ’) coefficients in fruit were analysed non-destructiv...

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Main Authors: Sasse, Manuela Zude, Hashim, Norhashila, Hass, Roland, Polley, Nabarun, Regen, Christian
Format: Article
Language:English
Published: Elsevier 2019
Online Access:http://psasir.upm.edu.my/id/eprint/82703/1/Validation%20study%20for%20measuring%20absorption%20and%20reduced%20scattering%20coefficients%20by%20means%20of%20laser-induced%20backscattering%20imaging.pdf
http://psasir.upm.edu.my/id/eprint/82703/
https://www.sciencedirect.com/science/article/pii/S0925521418308524
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Institution: Universiti Putra Malaysia
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spelling my.upm.eprints.827032021-06-01T22:19:47Z http://psasir.upm.edu.my/id/eprint/82703/ Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging Sasse, Manuela Zude Hashim, Norhashila Hass, Roland Polley, Nabarun Regen, Christian Decoupling of optical properties appears challenging, but vital to get better insight of the relationship between light and fruit attributes. In this study, nine solid phantoms capturing the ranges of absorption (μ a ) and reduced scattering (μ s ’) coefficients in fruit were analysed non-destructively using laser-induced backscattering imaging (LLBI) at 1060 nm. Data analysis of LLBI was carried out on the diffuse reflectance, attenuation profile obtained by means of Farrell's diffusion theory either calculating μ a [cm ⁻¹ ] and μ s ’ [cm ⁻¹ ] in one fitting step or fitting only one optical variable and providing the other one from a destructive analysis. The nondestructive approach was approved when calculating one unknown coefficient non-destructively, while no ability of the method was found to analysis both, μ a and μ s ’, non-destructively. Setting μ s ’ according to destructive photon density wave (PDW) spectroscopy and fitting μ a resulted in root mean square error (rmse) of 18.7% in comparison to fitting μ s ’ resulting in rmse of 2.6%, pointing to decreased measuring uncertainty, when the highly variable μ a was known. The approach was tested on European pear, utilizing destructive PDW spectroscopy for setting one variable, while LLBI was applied for calculating the remaining coefficient. Results indicated that the optical properties of pear obtained from PDW spectroscopy as well as LLBI changed concurrently in correspondence to water content mainly. A destructive batch-wise analysis of μ s ’ and online analysis of μ a may be considered in future developments for improved fruit sorting results, when considering fruit with high variability of μ s ’. Elsevier 2019-07 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/82703/1/Validation%20study%20for%20measuring%20absorption%20and%20reduced%20scattering%20coefficients%20by%20means%20of%20laser-induced%20backscattering%20imaging.pdf Sasse, Manuela Zude and Hashim, Norhashila and Hass, Roland and Polley, Nabarun and Regen, Christian (2019) Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging. Postharvest Biology and Technology, 153 (1). pp. 161-168. ISSN 0925-5214; ESSN 1873-2356 https://www.sciencedirect.com/science/article/pii/S0925521418308524 10.1016/j.postharvbio.2019.04.002
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Decoupling of optical properties appears challenging, but vital to get better insight of the relationship between light and fruit attributes. In this study, nine solid phantoms capturing the ranges of absorption (μ a ) and reduced scattering (μ s ’) coefficients in fruit were analysed non-destructively using laser-induced backscattering imaging (LLBI) at 1060 nm. Data analysis of LLBI was carried out on the diffuse reflectance, attenuation profile obtained by means of Farrell's diffusion theory either calculating μ a [cm ⁻¹ ] and μ s ’ [cm ⁻¹ ] in one fitting step or fitting only one optical variable and providing the other one from a destructive analysis. The nondestructive approach was approved when calculating one unknown coefficient non-destructively, while no ability of the method was found to analysis both, μ a and μ s ’, non-destructively. Setting μ s ’ according to destructive photon density wave (PDW) spectroscopy and fitting μ a resulted in root mean square error (rmse) of 18.7% in comparison to fitting μ s ’ resulting in rmse of 2.6%, pointing to decreased measuring uncertainty, when the highly variable μ a was known. The approach was tested on European pear, utilizing destructive PDW spectroscopy for setting one variable, while LLBI was applied for calculating the remaining coefficient. Results indicated that the optical properties of pear obtained from PDW spectroscopy as well as LLBI changed concurrently in correspondence to water content mainly. A destructive batch-wise analysis of μ s ’ and online analysis of μ a may be considered in future developments for improved fruit sorting results, when considering fruit with high variability of μ s ’.
format Article
author Sasse, Manuela Zude
Hashim, Norhashila
Hass, Roland
Polley, Nabarun
Regen, Christian
spellingShingle Sasse, Manuela Zude
Hashim, Norhashila
Hass, Roland
Polley, Nabarun
Regen, Christian
Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging
author_facet Sasse, Manuela Zude
Hashim, Norhashila
Hass, Roland
Polley, Nabarun
Regen, Christian
author_sort Sasse, Manuela Zude
title Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging
title_short Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging
title_full Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging
title_fullStr Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging
title_full_unstemmed Validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging
title_sort validation study for measuring absorption and reduced scattering coefficients by means of laser-induced backscattering imaging
publisher Elsevier
publishDate 2019
url http://psasir.upm.edu.my/id/eprint/82703/1/Validation%20study%20for%20measuring%20absorption%20and%20reduced%20scattering%20coefficients%20by%20means%20of%20laser-induced%20backscattering%20imaging.pdf
http://psasir.upm.edu.my/id/eprint/82703/
https://www.sciencedirect.com/science/article/pii/S0925521418308524
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