• DocumentCode
    1644066
  • Title

    Chromosome region recognition based on local band patterns

  • Author

    Abe, Toru ; Hamada, Chieko ; Kinoshita, Tetsuo

  • Author_Institution
    Cybersci. Center, Tohoku Univ., Sendai
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    To make the visual examination of a chromosome image for various chromosome abnormalities, individual chromosome regions have to be extracted from the image and classified into the distinct chromosome types in advance. To improve the accuracy and flexibility in this process, a subregion (local band pattern) based method has been proposed for recognizing individual chromosome regions in the image. This method regards each chromosome region as a series of subregions, and iterates a search for subregions in the image consecutively. As a result, chromosome region classification is performed simultaneously with its extraction for each subregion. Since the dimensions and intensities of chromosome regions vary with every image, effective subregion searches require templates whose dimensions and intensities correspond with those of chromosome regions in the subject image. In this paper, to develop an efficient subregion search, we present a method for adjusting the dimensions of templates to those of chromosome regions in the subject image and adapting the intensities in the subject image to those of the templates.
  • Keywords
    bioinformatics; cellular biophysics; feature extraction; image classification; chromosome abnormality; chromosome image; chromosome region extraction; chromosome region recognition; image classification; image recognition; local band patterns; Biological cells; Cells (biology); Dosimetry; Genetics; Humans; Image recognition; Pattern recognition; Toxicology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4244-2844-1
  • Electronic_ISBN
    978-1-4244-2845-8
  • Type

    conf

  • DOI
    10.1109/BIBE.2008.4696846
  • Filename
    4696846