• DocumentCode
    591082
  • Title

    Images Enhancement of G-band Chromosome Using histogram equalization, OTSU thresholding, morphological dilation and flood fill techniques

  • Author

    Wayalun, Pichet ; Chomphuwiset, P. ; Laopracha, Natthariya ; Wanchanthuek, P.

  • Author_Institution
    Inf. Technol. Div., Mahasarakham Univ., Mahasarakham, Thailand
  • fYear
    2012
  • fDate
    27-29 Aug. 2012
  • Firstpage
    163
  • Lastpage
    168
  • Abstract
    Human chromosomes contain important information for cytogenetic analysis. Cytogenetic compares their patient´s chromosome images against the prototype human chromosome band patterns. Chromosome images were acquired by microscopic imaging of metaphase or prophase cells on specimen slides. Digitized chromosome images usually are suffered from poor image quality, lack of contrast and hole in images. Therefore, the images must be enhanced. This paper presented an enhancement algorithm for chromosome images based on histogram equalization (HE) OTSU flood-full and dilations. Firstly, the histogram equalization is used to improve the contrast of the image. Then the OTSU threshold segment, flood-fill fill hole in image and dilation are experimented to validate the effect of this algorithm, the canny edge detection and oriented bounding box were used to detect the edge and segment chromosomes from background. A success rate of the proposed method can be improved to 97.07% of the enhancement in the chromosome images.
  • Keywords
    cellular biophysics; edge detection; genetics; image enhancement; image segmentation; mathematical morphology; medical image processing; G-band chromosome; HE OTSU flood-full-based image chromosome; OTSU thresholding; canny edge detection; chromosome image enhancement; cytogenetic analysis; dilations-based chromosome images; flood fill fill hole; flood fill techniques; histogram equalization; histogram equalization OTSU flood-full-based image chromosome; human chromosomes; image contrast; metaphase cells; microscopic imaging; morphological dilation; oriented bounding box; patient digitized chromosome images; poor image quality; prophase cells; prototype human chromosome band patterns; specimen slides; Biological cells; Helium; chromosome; chromosome karyotyping; enhancement chromosome; mathematical morphology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing and Networking Technology (ICCNT), 2012 8th International Conference on
  • Conference_Location
    Gueongju
  • Print_ISBN
    978-1-4673-1326-1
  • Type

    conf

  • Filename
    6418645