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Study on sorting system for strawberry using machine vision (Part 1): development of software for determining the direction of strawberry (akihime variety)

机译:基于机器视觉的草莓分选系统研究(第1部分):确定草莓(秋姬品种)方向的软件的开发

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摘要

The sorting system which was developed previously by us was used to supply the strawberries in the same direction and judge them according to shape and size. However, for automatic sorting system, the computer must be able to judge the strawberry placed at any angle from 0 to 360 degrees. Therefore, a software to determine the correct direction of strawberry at any position was developed. In this study, strawberries of Akihime variety were used to verify the new software which was developed this time. To test the performance of the direction software, the characteristic features of maximum diameter, height and angle were extracted from the images of class A and B strawberry samples and the standard error and t-test statistical methods for analysis were done. The results showed that the standard error were very small for all the parameters measured. Also, from the t-test analysis, the mean value of parameters extracted in each angle was not different compared to that of the standard 0°position. Hence, the ability of the developed software to determine the correct direction of the strawberry was confirmed.
机译:我们以前开发的分拣系统用于向同一方向供应草莓,并根据形状和大小对其进行判断。但是,对于自动分拣系统,计算机必须能够判断草莓在0到360度之间任何角度放置的情况。因此,开发了确定草莓在任何位置的正确方向的软件。在这项研究中,使用Akihime品种的草莓来验证这次开发的新软件。为了测试方向软件的性能,从A和B类草莓样品的图像中提取了最大直径,最大高度和最大角度的特征,并进行了标准误差和t检验统计方法进行分析。结果表明,所有测量参数的标准误差均很小。而且,从t检验分析中,每个角度提取的参数的平均值与标准0°位置的平均值没有差异。因此,证实了开发的软件确定草莓正确方向的能力。

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