Literature DB >> 34206542

Application of Absorption and Scattering Properties Obtained through Image Pre-Classification Method Using a Laser Backscattering Imaging System to Detect Kiwifruit Chilling Injury.

Zhuo Yang1,2,3, Mo Li1, Andrew R East1, Manuela Zude-Sasse3.   

Abstract

Kiwifruit chilling injury (CI) damage occurs after long-term exposure to low temperature. A non-destructive approach to detect CI injury was tested in the present study, using a laser backscattering image (LBI) technique calibrated with 56 liquid phantoms for providing absorption coefficient (µa) and reduced scattering coefficient (µs'). Calibration of LBI resulted in a true-positive (TP) classification of 91.5% and 65.6% of predicted µs' and µa, respectively. The optical properties of 'SunGold™'and 'Hayward' kiwifruit were analysed at 520 nm with a two-step protocol capturing pre-classification according to the LBI parameters used in the calibration and estimation with the Farrell equation. Severely injured kiwifruit showed white corky tissue and water soaking, reduced soluble solids content and firmness measured destructively. Non-destructive classification results for 'SunGold™' showed a high percentage of TP for severe CI of 92% and 75% using LBI parameters directly and predicted µa and µs' after pre-classification, respectively. The classification accuracy for severe CI 'Hayward' kiwifruit with LBI parameter was low (58%) and with µa and µs' decreased further (35%), which was assumed to be due to interference caused by the long trichomes on the fruit surface.

Entities:  

Keywords:  diffusion theory; non-destructive detection; optical phantom; spatially-resolved

Year:  2021        PMID: 34206542     DOI: 10.3390/foods10071446

Source DB:  PubMed          Journal:  Foods        ISSN: 2304-8158


  7 in total

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Authors:  T J Farrell; M S Patterson; B Wilson
Journal:  Med Phys       Date:  1992 Jul-Aug       Impact factor: 4.071

2.  Estimation of bulk optical properties of turbid media from hyperspectral scatter imaging measurements: metamodeling approach.

Authors:  Ben Aernouts; Chyngyz Erkinbaev; Rodrigo Watté; Robbe Van Beers; Nghia Nguyen Do Trong; Bart Nicolai; Wouter Saeys
Journal:  Opt Express       Date:  2015-10-05       Impact factor: 3.894

3.  Robust metamodel-based inverse estimation of bulk optical properties of turbid media from spatially resolved diffuse reflectance measurements.

Authors:  Rodrigo Watté; Ben Aernouts; Robbe Van Beers; Wouter Saeys
Journal:  Opt Express       Date:  2015-10-19       Impact factor: 3.894

4.  Nondestructive quantification of chemical and physical properties of fruits by time-resolved reflectance spectroscopy in the wavelength range 650-1000 nm.

Authors:  R Cubeddu; C D'Andrea; A Pifferi; P Taroni; A Torricelli; G Valentini; C Dover; D Johnson; M Ruiz-Altisent; C Valero
Journal:  Appl Opt       Date:  2001-02-01       Impact factor: 1.980

5.  Supercontinuum laser based optical characterization of Intralipid® phantoms in the 500-2250 nm range.

Authors:  Ben Aernouts; Eduardo Zamora-Rojas; Robbe Van Beers; Rodrigo Watté; Ling Wang; Mizuki Tsuta; Jeroen Lammertyn; Wouter Saeys
Journal:  Opt Express       Date:  2013-12-30       Impact factor: 3.894

6.  Investigation of absorption and scattering characteristics of kiwifruit tissue using a single integrating sphere system.

Authors:  Zhen-Huan Fang; Xia-Ping Fu; Xue-Ming He
Journal:  J Zhejiang Univ Sci B       Date:  2016-06       Impact factor: 3.066

7.  Rapid Detection of Infestation of Apple Fruits by the Peach Fruit Moth, Carposina sasakii Matsumura, Larvae Using a 0.2-T Dedicated Magnetic Resonance Imaging Apparatus.

Authors:  Tomoyuki Haishi; Hiroshi Koizumi; Tomonori Arai; Mika Koizumi; Hiromi Kano
Journal:  Appl Magn Reson       Date:  2011-04-22       Impact factor: 0.831

  7 in total

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