Non-destructive characterization and volume estimation of pomegranate fruit external and internal morphological fractions using X-ray computed tomography

被引:50
作者
Arendse, Ebrahiema [1 ]
Fawole, Olaniyi Amos [2 ]
Magwaza, Lembe Samukelo [3 ]
Opara, Umezuruike Linus [1 ,2 ]
机构
[1] Univ Stellenbosch, Dept Food Sci, Postharvest Technol Res Lab, South African Res Chair Postharvest Technol, Private Bag X1, ZA-7602 Stellenbosch, South Africa
[2] Univ Stellenbosch, Dept Hort Sci, South African Res Chair Postharvest Technol, Postharvest Technol Res Lab,Fac AgriSci, Private Bag X1, ZA-7602 Stellenbosch, South Africa
[3] Univ KwaZulu Natal, Sch Agr Earth & Environm Sci, Dept Crop Sci, Private Bag X01, ZA-3209 Pietermaritzburg, South Africa
基金
新加坡国家研究基金会;
关键词
Punica granatum L; Fruit quality; Image analysis; Image segmentation; Fruit fractions; Volume estimation; Juice content; Kernel size; PUNICA-GRANATUM L; NIR SPECTROSCOPY; CORE BREAKDOWN; VITAMIN-C; QUALITY; CULTIVARS; MICROSTRUCTURE; QUANTIFICATION; CLASSIFICATION; ANTIOXIDANT;
D O I
10.1016/j.jfoodeng.2016.04.011
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this study, X-ray computed tomography (CT) was used as a non-destructive technique to characterise and quantify the internal structure of pomegranate fruit (cv. Wonderful). A commercial X-ray system with a radiation source of 245 kW and electron current of 300 mu A was used to generate two-dimensional (2D) radioscopic images which were reconstructed into three dimensional (3D) images for the quantification and volume estimation of internal structural components of fruit. Segmentation of the internal fruit components (arils, peel, kernel, juice content, air space) and single arils was achieved using StudioMax volume graphics software. The calculated volume of each fruit fraction were 162.5 +/- 16.2, 163.9 +/- 21.4, 16.4 +/- 1.8, 10.9 +/- 2.6 mL for arils, peel, kernel and air space, respectively which accounted for 48.1, 48.3, 4.9 and 4.1% of total fruit volume. Furthermore, the calculated volume of juice content was 146.1 +/- 163 mL per fruit which was equivalent to an average of 89.8% of total aril weight, while a single aril (0.3 +/- 0.04 mL) accounted for only 0.09% of whole fruit volume. Destructive validation measurements of each fruit fraction showed similar results to non-destructive data, with volumes of 163.3 +/- 15.2, 161.8 +/- 20.6, 15.1 +/- 1.6, and 12.3 +/- 4.4 mL for arils, peel, kernel, air space, respectively, while volumes of juice and single aril were 142.7 +/- 16.4 and 0.3 +/- 0.09 mL per fruit, respectively. Furthermore, the results showed that fruit physical attributes such as length, diameter and peel thickness were underestimated by an average of 0.14%, 1.13% and 5.27%, respectively, while fruit radius was overestimated by 1.75%. Nevertheless, no significant differences were observed for length, diameter, radius and peel thickness between X-ray CT predicted values and actual measurements. This work has demonstrated the capability of X-ray CT as a non-destructive technique to suitably estimate the fruit volume and its fractions which could be employed for fruit quality systems. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:42 / 49
页数:8
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