• DocumentCode
    1251536
  • Title

    Establishing the correspondence between control points in pairs of mammographic images

  • Author

    Vujovic, Nenad ; Brzakovic, Dragana

  • Author_Institution
    Dept. of Comput. Sci. & Electr. Eng., Lehigh Univ., Bethlehem, PA, USA
  • Volume
    6
  • Issue
    10
  • fYear
    1997
  • fDate
    10/1/1997 12:00:00 AM
  • Firstpage
    1388
  • Lastpage
    1399
  • Abstract
    This paper describes part of a study aimed at developing a computer-based aid for mammogram screening that makes a detailed comparison between mammograms of the same patient acquired at different screenings and detects changes indicative of cancer. The focus is on determining control points in two mammograms; these points are used to put two mammograms into correspondence. The paper details the algorithm for identifying the potential control points and establishing the correspondence between the two sets of control points. The algorithm´s performance was evaluated by three observers, one of whom is an experienced radiologist, and found to be adequate
  • Keywords
    X-ray applications; diagnostic radiography; feature extraction; image matching; image registration; medical image processing; patient treatment; algorithm; cancer; computer-based aid; control points correspondence; mammogram screening; mammographic images; performance evaluation; regional mammogram registration; Automatic control; Breast; Cancer detection; Cost function; Digital control; Image coding; Image processing; Lesions; Mammography; Pattern recognition;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.624955
  • Filename
    624955