Relation of computerized tomography Hounsfield unit measurements and internal components of fresh chestnuts (Castanea spp.)

被引:23
作者
Donis-Gonzalez, Irwin R. [1 ]
Guyer, Daniel E. [1 ]
Pease, Anthony [2 ]
Fulbright, Dennis W. [3 ]
机构
[1] Michigan State Univ, Dept Biosyst & Agr Engn, E Lansing, MI 48824 USA
[2] Michigan State Univ, Dept Small Anim Clin Sci, Ctr Vet Med D211, E Lansing, MI 48824 USA
[3] Michigan State Univ, Dept Plant Pathol, Ctr Integrated Plant Syst 107, E Lansing, MI 48824 USA
关键词
CT-number; Postharvest quality; Nondestructive; Attenuation coefficient; Chestnut components; QUALITY EVALUATION; RAY; DENSITY; FRUIT; CT; VARIABILITY; RESOLUTION; SATIVA; IMAGES; COST;
D O I
10.1016/j.postharvbio.2011.09.018
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Little is known about Chestnut (Castanea spp.) in vivo cultivar characterization and morphology, the effect of mechanical harvesting, peelability, postharvest mold, physiological kernel decay, and quality. Thus, there is a need to develop a nondestructive technique able to assess fresh chestnut internal components, especially disorders. In this study, a medical grade computed tomography (CT) was used to obtain transversal two-dimensional (2D) images from decayed and healthy fresh chestnuts, from the hybrid cultivar 'Colossal' and 'Chinese seedlings'. Attenuation coefficients, referred to as Hounsfield-units (HU) or CT numbers, were acquired from different 2D CT image regions including air, and several chestnut components containing decayed tissue, healthy tissue, various imperfections such as pellicle invagination into healthy kernel, and void spaces. Results offer an in vivo accurate insight of fresh intact chestnuts, and suggest that CT technology is appropriate for inline sorting. HU measurements can be used as a nondestructive predictor of fresh chestnut internal components with a 90.6% overall accuracy rate. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:74 / 82
页数:9
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