• DocumentCode
    3548558
  • Title

    Real-time speckle reduction and coherence enhancement of ultrasound images based on mixture of anisotropic Savitzky-Golay filters

  • Author

    Chinrungrueng, Chedsada ; Toonkum, Pollakrit

  • Author_Institution
    Dept. of Electr. Eng., Chulalongkorn Univ., Bangkok
  • Volume
    7
  • fYear
    2004
  • fDate
    16-22 Oct. 2004
  • Firstpage
    4212
  • Lastpage
    4216
  • Abstract
    This paper describes a new filtering algorithm developed for real-time speckle reduction and coherence enhancement of ultrasound images. The new filter, referred to as the Mixture of Anisotropic Savitzky-Golay filters, is a collection of two-dimensional weighted Savitzky-Golay filters, each enhanced with a mechanism for adjusting both the degree and direction of the smoothing so that they both match the anisotropic properties of each local regions in the image. The results comparing the new filter algorithm with Adaptive Speckle Reduction and Adaptive Weighted Median filters on a synthetic test pattern and a ultrasound cyst image are also reported
  • Keywords
    biomedical ultrasonics; coherence; image enhancement; median filters; medical computing; real-time systems; speckle; Adaptive Speckle Reduction filters; Adaptive Weighted Median filters; anisotropic Savitzky-Golay filters; coherence enhancement; filtering algorithm; real-time speckle reduction; two-dimensional weighted Savitzky-Golay filters; ultrasound cyst image; ultrasound images; Adaptive filters; Anisotropic magnetoresistance; Filtering; Low pass filters; Matched filters; Probability density function; Rayleigh scattering; Smoothing methods; Speckle; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2004 IEEE
  • Conference_Location
    Rome
  • ISSN
    1082-3654
  • Print_ISBN
    0-7803-8700-7
  • Electronic_ISBN
    1082-3654
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2004.1466820
  • Filename
    1466820