• DocumentCode
    3045138
  • Title

    Research on trunk and branch recognition method of apple harvesting robot

  • Author

    Lv, Jidong ; Zhao, De-An ; Ji, Wei ; Chen, Yu ; Zhang, Ying

  • Author_Institution
    Sch. of Electr. & Inf. Eng., Jiangsu Univ., Zhenjiang, China
  • Volume
    1
  • fYear
    2012
  • fDate
    18-20 May 2012
  • Firstpage
    474
  • Lastpage
    478
  • Abstract
    In order to provide fairly perfect environment information for automatic navigation and harvesting obstacle avoidance of apple harvesting robot, the trunk and branch of apple harvesting robot was studied. The most effective multiple segmentation method of trunk and branch was selected after the discussing and comparison, then the morphological closed operation and holes filling operation were executed, the central axis that is the main characteristics of trunk and branch that was extracted through skeletonizing method and removing subbranch method based on different templates. Finally, the tests about recognition effect and recognition time for trunk and branch were done, the detecting rate was 95%, and the recognition average time was less than 1s.
  • Keywords
    Apple; Harvesting robot; Image recognition; Image segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measurement, Information and Control (MIC), 2012 International Conference on
  • Conference_Location
    Harbin, China
  • Print_ISBN
    978-1-4577-1601-0
  • Type

    conf

  • DOI
    10.1109/MIC.2012.6273345
  • Filename
    6273345