• DocumentCode
    2835592
  • Title

    Method for Counting Microorganisms and Colonies in Microscopic Images

  • Author

    Barbedo, Jayme Garcia Arnal

  • Author_Institution
    Embrapa Inf. Agropecuaria, Campinas, Brazil
  • fYear
    2012
  • fDate
    18-21 June 2012
  • Firstpage
    83
  • Lastpage
    87
  • Abstract
    This paper presents a method to count microorganisms and colonies in microscopic images. The method uses a series of morphological operations to create a representation in which the objects of interest are easily isolated and counted. The proposal is successful in most cases, properly dealing with some difficult situations like when the sizes of the objects vary strongly and when there is low contrast between the objects and the background. Studies are underway in order to improve the performance of the method when dealing with strongly merged objects.
  • Keywords
    biology computing; image processing; microorganisms; object detection; optical microscopy; colonies counting; microorganisms counting; microscopic images; morphological operations; Digital images; Image analysis; Lighting; Microorganisms; Microscopy; Morphological operations; Support vector machines; Colonies; Microorganisms; Microscopic Digital Images; Object Counting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Its Applications (ICCSA), 2012 12th International Conference on
  • Conference_Location
    Salvador
  • Print_ISBN
    978-1-4673-1691-0
  • Type

    conf

  • DOI
    10.1109/ICCSA.2012.23
  • Filename
    6257614