• DocumentCode
    2407142
  • Title

    Anisotropic enhancement of mammographic images

  • Author

    Boccignone, Giuseppe ; Picariello, Antonio

  • Author_Institution
    DIIIE, Salerno Univ., Italy
  • Volume
    2
  • fYear
    1996
  • fDate
    25-29 Aug 1996
  • Firstpage
    408
  • Abstract
    Filters for mammography based on anisotropic diffusion are introduced and evaluated with respect to well known filters adopted within this field. Results reported concern with images including microcalcifications. The performances of anisotropic filters are assessed both on the basis of figures of merit, allowing a preliminary quantitative enhancement evaluation, and according to goal-directed evaluation relying upon a simple segmentation module. Results indicate that proposed filters exhibit an effective and appealing behavior but they are subject to a more complex tuning, if compared to traditional filters
  • Keywords
    diagnostic radiography; filtering theory; image enhancement; image segmentation; medical image processing; anisotropic diffusion; anisotropic enhancement; filters; goal-directed evaluation; mammographic images; microcalcifications; preliminary quantitative enhancement evaluation; simple segmentation module; Anisotropic filters; Anisotropic magnetoresistance; Background noise; Breast; Filtering; Image analysis; Image segmentation; Low pass filters; Optical filters; Performance evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1996., Proceedings of the 13th International Conference on
  • Conference_Location
    Vienna
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-7282-X
  • Type

    conf

  • DOI
    10.1109/ICPR.1996.546858
  • Filename
    546858