• DocumentCode
    2726696
  • Title

    An Effective Edge Detection Methodology for Medical Images Based on Texture Discrimination

  • Author

    Thangam, Sivaram V. ; Deepak, K.S. ; Rai, G.N.H. ; Mirajkar, Pranav Prabhakar

  • Author_Institution
    Software Eng. & Technol. Labs., Infosys Technol. Ltd., Bangalore
  • fYear
    2009
  • fDate
    4-6 Feb. 2009
  • Firstpage
    227
  • Lastpage
    231
  • Abstract
    As medical images are fuzzy, edge detection based on texture characteristics is comparatively effective than intensity based techniques. A new methodology is described for texture edge detection in medical images that is applicable across modalities. We use a multi-scale filter to capture texture edge information. An experimental prototype based on the proposed methodology provides a test bed for comparison with a popular edge detection technique.
  • Keywords
    edge detection; filtering theory; image texture; medical image processing; intensity based technique; medical image; multiscale filtering; texture edge detection methodology; Biomedical imaging; Detectors; Gabor filters; Image edge detection; Image resolution; Image retrieval; Image segmentation; Image texture analysis; Information filtering; Information filters; Biomedical image processing; Image edge detection; Image texture analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Pattern Recognition, 2009. ICAPR '09. Seventh International Conference on
  • Conference_Location
    Kolkata
  • Print_ISBN
    978-1-4244-3335-3
  • Type

    conf

  • DOI
    10.1109/ICAPR.2009.44
  • Filename
    4782780