• DocumentCode
    2872829
  • Title

    Enhancement of ultrasound images with bilateral filter and Rayleigh CLAHE

  • Author

    Konyar, Mehmet Zeki ; Erturk, Sarp

  • Author_Institution
    Bilisim Sistemleri Muhendisligi Bolumu, Kocaeli Univ., Kocaeli, Turkey
  • fYear
    2015
  • fDate
    16-19 May 2015
  • Firstpage
    1861
  • Lastpage
    1864
  • Abstract
    Ultrasound imaging is a frequently preferred method due to its many advantages. In ultrasound images noise and unseen details reduce visualization. In this work a new approach for denoising image and enhance local details in ultrasound image is proposed. Bilateral filter which preserve edge changes after filtering is utilized to remove noise. After denoising, Rayleigh contrast limited adaptive histogram equalization (CLAHE) is applied to image for enhance local detail. The Rayleigh CLAHE which has non-uniform distribution function, prevent local noise and show local details without saturating high intensitiy areas. The enhanced ultrasound images with proposed method have better visualization then the original images.
  • Keywords
    filtering theory; image denoising; image enhancement; ultrasonic imaging; Rayleigh CLAHE; Rayleigh contrast limited adaptive histogram equalization; bilateral filter; image denoising; ultrasound images enhancement; ultrasound imaging; Biomedical imaging; Filtering; Histograms; Noise; Speckle; Ultrasonic imaging; Rayleigh CLAHE; bilateral filter; image enhancement; ultrasound images;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Conference_Location
    Malatya
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7130219
  • Filename
    7130219