• DocumentCode
    2887118
  • Title

    Image processing applied to the analysis of electrophoresis gels

  • Author

    Wang, Qiaofei ; Mattila, Kari ; Frey, Harry ; Neuvo, Y.

  • Author_Institution
    Tampere, Univ. of Technol., Finland
  • fYear
    1991
  • fDate
    16-17 Jun 1991
  • Firstpage
    789
  • Abstract
    In order to extract the protein spots in a gel image from the uneven background which has sharp edges, e.g., lines and streaks in some area, the authors have developed a detection algorithm where the median or FIR median hybrid (FMH) filter is taken as the smoother to estimate the varying background. A performance comparison shows that FMH detectors provide a simple implementation as well as a good compromise between streak removing and spot distortion. Spot matching approaches, including structural matching and statistical matching are also discussed
  • Keywords
    electrophoresis; filtering and prediction theory; gels; pattern recognition; picture processing; FIR median hybrid; FMH detectors; biological images; biomedical images; detection algorithm; electrophoresis gels; image processing; image segmentation; performance comparison; protein spots; smoother; spot distortion; spot matching; statistical matching; streak removing; structural matching; Biomedical signal processing; Detectors; Electrokinetics; Filters; Image analysis; Image edge detection; Image processing; Laboratories; Nervous system; Proteins;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1991. Conference Proceedings, China., 1991 International Conference on
  • Conference_Location
    Shenzhen
  • Type

    conf

  • DOI
    10.1109/CICCAS.1991.184479
  • Filename
    184479