• DocumentCode
    1968205
  • Title

    Interactive wavelet processing and techniques applied to digital mammography

  • Author

    Koren, Iztok ; Laine, Andrew ; Taylor, Fred ; Lewis, Michael

  • Author_Institution
    Dept. of Electr. Eng., Florida Univ., Gainesville, FL, USA
  • Volume
    3
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    1415
  • Abstract
    We present an interactive scheme for processing of digital mammograms relying upon a steerable dyadic wavelet transform. Coefficients of the translation and rotation-invariant transform are interactively processed before an inverse transform is applied. Analysis is carried out at dyadic scales and along arbitrary orientations. Local orientation is computed at each level of scale and spatial position and formulated into criteria for including or excluding specific orientations for contrast enhancement and enhancing locally radiating structures. Transform coefficients that were selected for contrast enhancement are modified by a piecewise linear enhancement function. The presented scheme is flexible enough to enable efficient position, scale, and orientation based interactive processing and analysis
  • Keywords
    diagnostic radiography; image enhancement; interactive systems; medical image processing; piecewise-linear techniques; wavelet transforms; breast cancer; contrast enhancement; digital mammography; dyadic scales; interactive analysis; interactive wavelet processing; local orientation; locally radiating structures; piecewise linear enhancement function; rotation invariant transform; spatial position; steerable dyadic wavelet transform; transform coefficients; translation invariant transform; Breast cancer; Cancer detection; Computer graphics; Discrete transforms; Discrete wavelet transforms; Information science; Mammography; Piecewise linear techniques; Spline; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.543926
  • Filename
    543926