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Quality Parameters of Six Cultivars of Blueberry Using Computer Vision

机译:基于计算机视觉的六个蓝莓品种品质参数

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摘要

Background. Blueberries are considered an important source of health benefits. This work studied six blueberry cultivars: “Duke,” “Brigitta”, “Elliott”, “Centurion”, “Star,” and “Jewel”, measuring quality parameters such as °Brix, pH, moisture content using standard techniques and shape, color, and fungal presence obtained by computer vision. The storage conditions were time (0–21 days), temperature (4 and 15°C), and relative humidity (75 and 90%). Results. Significant differences (P < 0.05) were detected between fresh cultivars in pH, °Brix, shape, and color. However, the main parameters which changed depending on storage conditions, increasing at higher temperature, were color (from blue to red) and fungal presence (from 0 to 15%), both detected using computer vision, which is important to determine a shelf life of 14 days for all cultivars. Similar behavior during storage was obtained for all cultivars. Conclusion. Computer vision proved to be a reliable and simple method to objectively determine blueberry decay during storage that can be used as an alternative approach to currently used subjective measurements.
机译:背景。蓝莓被认为是健康益处的重要来源。这项工作研究了六个蓝莓品种:“杜克”,“ Brigitta”,“ Elliott”,“ Centurion”,“ Star”和“ Jewel”,并使用标准技术和形状测量了白利糖度,pH,水分含量等质量参数,颜色和通过计算机视觉获得的真菌存在。储存条件为时间(0-21天),温度(4和15°C)和相对湿度(75%和90%)。结果。在新鲜品种的pH,白利糖度,形状和颜色之间检测到显着差异(P <0.05)。但是,随存储条件的变化而变化的主要参数是在较高温度下升高的颜色(从蓝色到红色)和真菌的存在(从0%到15%),这两个参数都是使用计算机视觉检测的,这对于确定保质期很重要。所有品种共14天。对于所有品种,在贮藏期间都获得了相似的行为。结论。计算机视觉被证明是一种可靠,简单的方法,可以客观地确定存储过程中的蓝莓腐烂,可以用作当前使用的主观测量的替代方法。

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