• DocumentCode
    1943750
  • Title

    Cereal grain size measurement based on image processing technology

  • Author

    Wu, Yong ; Pan, Yi

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Henan Univ. of Technol., Zhengzhou, China
  • fYear
    2010
  • fDate
    13-15 Aug. 2010
  • Firstpage
    209
  • Lastpage
    212
  • Abstract
    In older to measure the cereal grain size rapidly and objectively, a measurement method based on digital image processing technology was proposed. Firstly, the grain images acquired by a scanner were preprocessed by using the methods of image enhancement and morphological reconstruction. Then 2D Otsu was used to segment the image. Finally, through image analysis technology the grain size parameters were measured, including grain number, area, size, roundness and size distribution etc., the experiment results show that the image measurement method has advantages of accuracy and high efficiency.
  • Keywords
    agricultural products; grain size; image enhancement; image morphing; image reconstruction; image scanners; image segmentation; size measurement; 2D Otsu; cereal grain size measurement; digital image processing technology; image analysis technology; image enhancement; image scanner; morphological reconstruction; Grain size; Image reconstruction; Image segmentation; Particle measurements; Pixel; Size measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-7047-1
  • Type

    conf

  • DOI
    10.1109/ICICIP.2010.5564253
  • Filename
    5564253