• DocumentCode
    3090182
  • Title

    Using the ACM technique to refine protein spots in 2DGE images

  • Author

    Chen, Jeanne ; Chen, Tung-Shou ; Tsai, Tzu-Hsin ; Tsai, Hui-Fang ; Hsieh, Mingli ; Tang, Shih-Shan

  • Author_Institution
    Dept. of Comp. Sc. Info. Mgt., Hungkuang Univ., Taichung, Taiwan
  • Volume
    2
  • fYear
    2005
  • fDate
    28-30 March 2005
  • Firstpage
    289
  • Abstract
    For a biologist, accurate protein information on 2DGE images is very important for making decisive diagnostics. The proposed scheme in this paper is to combine a local threshold technique with the ACM technique to enhance detections for protein spots. First, the 2DGE image is normalized with thresholds calculated using Otsu´s algorithm. The normalized image is then transformed into a black-and-white local threshold image where the ACM technique is applied to increase detections for protein spots. With this technique, more lighter-colored protein spots can be detected.
  • Keywords
    electrophoresis; image colour analysis; medical image processing; patient diagnosis; proteins; 2D protein gel electrophoresis; 2DGE images; ACM; Otsu algorithm; black-and-white image; decisive diagnostics; local threshold image; protein information; protein spots; Biology; Biomedical imaging; Cities and towns; Digital cameras; Electrokinetics; Image databases; Medical diagnostic imaging; Medical treatment; Pixel; Proteins;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Information Networking and Applications, 2005. AINA 2005. 19th International Conference on
  • ISSN
    1550-445X
  • Print_ISBN
    0-7695-2249-1
  • Type

    conf

  • DOI
    10.1109/AINA.2005.339
  • Filename
    1423696