• DocumentCode
    1694505
  • Title

    Algorithm research on detection region tracking of bottle mouth image in intelligent empty bottle inspection system

  • Author

    Ma, Sile ; Huang, Bin ; Wu, Yanli ; Guo, Junmei ; Yang, Jinfeng

  • Author_Institution
    Sch. of Control Sci. & Eng., Shandong Univ., Jinan, China
  • fYear
    2010
  • Firstpage
    6073
  • Lastpage
    6077
  • Abstract
    In the design of intelligent empty bottle inspection system, the effective means to improve the detection speed is processing only the region of interesting in the obtained image, however, the image has a certain shift because of mechanical vibration and so on. So improving the detection accuracy and speed is based on the premise that the Detection area is traced correctly. In this paper, a new tracking algorithm for detection region of bottle mouth image was proposed. First, circular scanning the linear domain, and classifying the marginal point twice, then fitting the marginal point classified, finally the position of bottle mouth can obtained. The experiments show that the tracking algorithm can improve speed and precision of positioning about bottle mouth image detection region, and it has great practical value.
  • Keywords
    bottles; image recognition; object detection; algorithm research; bottle mouth image; detection region tracking; intelligent empty bottle inspection system; mechanical vibration; Artificial intelligence; Automation; Classification algorithms; Fitting; Image processing; Inspection; Mouth; image processing; intelligent empty bottle inspection system; least-squares circle fitting; radial scan; region of interest tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554711
  • Filename
    5554711