• DocumentCode
    235455
  • Title

    Estimation of the number of crop seeds based on image identification

  • Author

    Li Pengfei ; Meng Qi ; Zhang Weihong

  • Author_Institution
    BeiHang Univ., Beijing, China
  • fYear
    2014
  • fDate
    20-22 Oct. 2014
  • Firstpage
    243
  • Lastpage
    248
  • Abstract
    Edge detection and segmentation of binary image are used in estimation of the number of several kinds of crop seeds. An available method of segmentation of background and foreground is proposed. To solve the problem of oversegmentation, an improved watershed algorithm to the crop seeds image with the edge information is proposed. Experiments indicate that the method not only overcomes over-segmentation, but improves the precision of segmentation. Besides, area algorithm is appended to correct count number, which improves the accuracy of count number.
  • Keywords
    crops; edge detection; image segmentation; background segmentation; binary image segmentation; crop seed image; edge detection; edge information; foreground segmentation; improved watershed algorithm; Area Algorithm; Edge Detection; Image Segmentation; Watershed Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Communications and IT Applications Conference (ComComAp), 2014 IEEE
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-4813-0
  • Type

    conf

  • DOI
    10.1109/ComComAp.2014.7017204
  • Filename
    7017204