• DocumentCode
    1477734
  • Title

    Use of an adaptive filter for shape detection in microwave imaging with a focus on breast cancer detection

  • Author

    Cheeseman, B. ; Huang, Yi-Pai

  • Author_Institution
    Univ. of Liverpool, Liverpool, UK
  • Volume
    4
  • Issue
    4
  • fYear
    2010
  • fDate
    4/1/2010 12:00:00 AM
  • Firstpage
    553
  • Lastpage
    561
  • Abstract
    Detecting a target of interest is the primary focus of microwave imaging but once detected an additional useful property to have is some measure of the target shape and this study is aimed at addressing this issue. A comparison between a wideband Gaussian pulse with integration along the pulse length to a correlation approach and an adaptive filter for the purposes of seeing how finely a target shape is preserved was carried out. It shows clearly that improvements in shape preservation can be made but at the cost of higher strengths of detection. Using the filter the geometric shapes image excellently and are exceptionally clear while the cluster and enclosed shapes are recognisable and greatly improved over both correlation and pulse integration. The reflection coefficient polarity for the interface between the travelling medium and target can also be easily seen.
  • Keywords
    Gaussian distribution; adaptive filters; biological organs; cancer; feature extraction; gynaecology; medical image processing; microwave imaging; adaptive filter; breast cancer detection; geometric shapes; microwave imaging; pulse integration; reflection coefficient polarity; shape detection; wideband Gaussian pulse;
  • fLanguage
    English
  • Journal_Title
    Microwaves, Antennas & Propagation, IET
  • Publisher
    iet
  • ISSN
    1751-8725
  • Type

    jour

  • DOI
    10.1049/iet-map.2008.0358
  • Filename
    5453107