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  • 标题:Development of an automatic visual grading system for grafting seedlings
  • 本地全文:下载
  • 作者:Subo Tian ; Zifan Wang ; Jifeng Yang
  • 期刊名称:Advances in Mechanical Engineering
  • 印刷版ISSN:1687-8140
  • 电子版ISSN:1687-8140
  • 出版年度:2017
  • 卷号:9
  • 期号:1
  • DOI:10.1177/1687814016686265
  • 语种:English
  • 出版社:Sage Publications Ltd.
  • 摘要:In this study, a visual grading system of vegetable grafting machine was developed. The study described key technology of visual grading system of vegetable grafting machine. First, the contrasting experiment was conducted between acquired images under blue background light and natural light conditions, with the blue background light chosen as lighting source. The Visual C++ platform with open-source computer vision library (Open CV) was used for the image processing. Subsequently, maximum frequency of total number of 0-valued pixels was predicted and used to extract the measurements of scion and rootstock stem diameters. Finally, the developed integrated visual grading system was experimented with 100 scions and rootstock seedlings. The results showed that success rate of grading reached up to 98%. This shows that selection and grading of scion and rootstock could be fully automated with this developed visual grading system. Hence, this technology would be greatly helpful for improving the grading accuracy and efficiency.
  • 关键词:Visual grading system; vegetable grafting machine; machine vision; grafting machine; image processing
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