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A quality measurement and sorting system for Kiwi fruit based on automatic identification technologies

  • Qian Zhili
  • , Yang Shengyi*
  • , Cao Wenping
  • *此作品的通讯作者
  • Guizhou Minzu University
  • Anhui University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Automatic identification by machine vision is a promising technology which has been widely used in various field nowadays. Kiwi fruit is an important part of the fruit industry in Guizhou Province, Southwest China. When kiwi fruit grows ripe in large quantities, a manual sorting procedure will waste too much time to miss the best period of kiwi fruit on the market. Moreover, the cost of manual sorting is high. To solve those problems over Kiwi fruit harvest with inconsistent standard and low efficiency of macaque picking, this paper has proposed and designed a set of quality detection and sorting system for kiwi fruit based on vision sensors as well as pressure sensors. In the study, an STM32 micro-processor is as a control unit. A pressure sensors is to obtain fruit quality of kiwi and the image sensor is to obtain the size of kiwi. Afterwards, the obtained data return to the main controller to realize the classification of kiwi. The sorting system can save labor costs and improve the sorting efficiency and accuracy. The experimental results show that the proposed system can effectively complete the sorting tasks by using its cross-section area and weight, with a 98% accuracy.

源语言英语
主期刊名2022 4th International Academic Exchange Conference on Science and Technology Innovation, IAECST 2022
出版商Institute of Electrical and Electronics Engineers Inc.
1308-1312
页数5
ISBN(电子版)9798350320008
DOI
出版状态已出版 - 2022
已对外发布
活动4th International Academic Exchange Conference on Science and Technology Innovation, IAECST 2022 - Virtual, Online, 中国
期限: 9 12月 202211 12月 2022

出版系列

姓名2022 4th International Academic Exchange Conference on Science and Technology Innovation, IAECST 2022

会议

会议4th International Academic Exchange Conference on Science and Technology Innovation, IAECST 2022
国家/地区中国
Virtual, Online
时期9/12/2211/12/22

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

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