• DocumentCode
    2552747
  • Title

    On cDNA microarray spot localization

  • Author

    Lukac, Rastislav ; Plataniotis, Konstantinos N. ; Smolka, Bogdan

  • Author_Institution
    Toronto Univ., Ont.
  • fYear
    2006
  • fDate
    21-24 May 2006
  • Abstract
    This paper presents a powerful framework for cDNA microarray spot localization. Following the multichannel nature of the cDNA image data, the framework allows the utilization of various scalar and vector edge operators to determine edges, discontinuities and structural elements, and generate edge maps of cDNA microarray images. It will be shown that vector edge operators, which utilize both the spectral and spatial characteristics of cDNA image, outperform well-known scalar edge detectors. In addition, built on robust theory order statistics, vector operators are more immune to the noise present in microarray images than common scalar operators
  • Keywords
    DNA; edge detection; medical image processing; statistical analysis; cDNA microarray images; cDNA microarray spot localization; robust theory order statistics; scalar edge detectors; vector edge operators; Detectors; Educational institutions; Gene expression; Image analysis; Image edge detection; Noise robustness; Paper technology; RNA; Shape; Strontium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
  • Conference_Location
    Island of Kos
  • Print_ISBN
    0-7803-9389-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2006.1693702
  • Filename
    1693702