• DocumentCode
    1144522
  • Title

    Enhancement of Mammographic Features by Optimal Adaptive Neighborhood Image Processing

  • Author

    Dhawan, Atam P. ; Buelloni, Gianluca ; Gordon, Richard

  • Volume
    5
  • Issue
    1
  • fYear
    1986
  • fDate
    3/1/1986 12:00:00 AM
  • Firstpage
    8
  • Lastpage
    15
  • Abstract
    X-ray mammography is the only breast cancer detection technique presently available with proven efficacy. Mammographic detection of early breast cancer requires optimal radiological or image processing techniques. We present an image processing approach based on adaptive neighborhood processing with a new set of contrast enhancement functions to enhance mammographic features. This procedure brings out the features in the image with little or no enhancement of the noise. We also find that adaptive neighborhoods with surrounds whose width is a constant difference from the center yield improved enhancement over adaptive neighborhoods with a constant ratio of surround to center neighborhood widths.
  • Keywords
    Breast cancer; Cancer detection; Data mining; Frequency; Image processing; Magnetic resonance imaging; Mammography; Radiology; Spatial resolution; Ultrasonic imaging;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.1986.4307733
  • Filename
    4307733