• DocumentCode
    786929
  • Title

    An adaptive speckle suppression filter for medical ultrasonic imaging

  • Author

    Karaman, Mustafa ; Kutay, M. Alper ; Bozdagi, Gozde

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Bilkent Univ., Ankara, Turkey
  • Volume
    14
  • Issue
    2
  • fYear
    1995
  • fDate
    6/1/1995 12:00:00 AM
  • Firstpage
    283
  • Lastpage
    292
  • Abstract
    An adaptive smoothing technique for speckle suppression in medical B-scan ultrasonic imaging is presented. The technique is based on filtering with appropriately shaped and sized local kernels. For each image pixel, a filtering kernel, which fits to the local homogeneous region containing the processed pixel, is obtained through a local statistics based region growing technique. The performance of the proposed filter has been tested on the phantom and tissue images. The results show that the filter effectively reduces the speckle while preserving the resolvable details. The simulation results are presented in a comparative way with two existing speckle suppression methods
  • Keywords
    adaptive filters; biomedical ultrasonics; medical image processing; speckle; B-scan ultrasonic imaging; adaptive speckle suppression filter; filtering kernel; image pixel; local homogeneous region; local kernels; local statistics based region growing technique; medical diagnostic imaging; medical ultrasonic imaging; phantom images; processed pixel; resolvable details preservation; tissue images; Adaptive filters; Biomedical imaging; Filtering; Kernel; Pixel; Smoothing methods; Speckle; Statistics; Testing; Ultrasonic imaging;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.387710
  • Filename
    387710