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Colour analysis of rice using flatbed scanning and image analysis

机译:利用平板扫描和图像分析对大米进行颜色分析

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摘要

This paper describes a method for the determination of the colour of raw and processed rice using flatbed scanning (FBS) and image analysis (IA). Colour is one of the key quality attributes of rice and is influenced by processing. The colour of a bulk sample of rice was analysed by imaging a thick layer of rice on the scanner surface and measuring the average RGB colour. The RGB colours were converted to CIE L~*a~*b~* colours after calibration with rice samples measured by a colorimeter using the tristimulus XYZ values. For validation a separate set of rice samples was used. For the determination of the colour of individual rice kernels images were made of a single layer of rice spread on top of the glass plate of the FBS. The measured non-calibrated colour values can be used to detect specific kernels in a rice sample. The FBS method was also used for the determination of the amount of opaque or chalky rice kernels (chalkiness). The results of the determination of the chalkiness are comparable to those obtained by visual inspection using ISO 7301. The FBS-IA method is fast, easy to use and cheap. FBS-IA can monitor colour changes with the same accuracy and better precision than a colorimeter.
机译:本文介绍了一种使用平板扫描(FBS)和图像分析(IA)测定生米和加工米颜色的方法。颜色是大米的关键品质属性之一,并且受加工的影响。通过在扫描仪表面上对厚厚的米层成像并测量平均RGB颜色来分析大米样品的颜色。用大米样品校准后,使用三色XYZ值通过比色计测量RGB颜色,将其转换为CIE L〜* a〜* b〜*颜色。为了验证,使用了另一套大米样品。为了确定单个稻米的颜色,图像是由铺在FBS玻璃板上的单层稻米制成的。测得的未校准颜色值可用于检测大米样品中的特定籽粒。 FBS方法还用于确定不透明或垩白米粒(白垩度)的量。垩白度的测定结果与使用ISO 7301目测得到的结果相当。FBS-IA方法快速,易于使用且价格便宜。 FBS-IA可以比色度计以相同的精度和更高的精度监视颜色变化。

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