• DocumentCode
    2563601
  • Title

    Enhanced anisotropic diffusion with noise amplification suppression

  • Author

    Achmad, Balza ; Mustafa, Mohd Marzuki ; Hussain, Aini

  • Author_Institution
    Dept. of Electr., Electron. & Syst. Eng., Univ. Kebangsaan Malaysia, Bangi, Malaysia
  • fYear
    2009
  • fDate
    18-19 Nov. 2009
  • Firstpage
    237
  • Lastpage
    240
  • Abstract
    In order for medical doctors to be able to effectively utilize ultrasound images to support their diagnosis, the images require to be enhanced. The noise contained in the image needs to be reduced and the edges need to be sharpened. In this paper, an enhanced technique based on anisotropic diffusion that is capable of carrying out simultaneously image smoothing and enhancement is presented. The technique (EAD) is equipped with noise amplification suppression to prevent unwanted enhancement of noise. The technique performs well for image containing noise up to 30%. The tuning parameter is simpler compared with other anisotropic diffusion enhancements.
  • Keywords
    amplification; biomedical ultrasonics; enhanced magnetoresistance; image enhancement; medical image processing; enhanced anisotropic diffusion; image smoothing; noise amplification suppression; tuning parameter; ultrasound images; Anisotropic magnetoresistance; Biomedical imaging; Filters; Image processing; Medical diagnostic imaging; Noise reduction; Smoothing methods; Speckle; Ultrasonic imaging; Ultrasonography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing Applications (ICSIPA), 2009 IEEE International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-5560-7
  • Type

    conf

  • DOI
    10.1109/ICSIPA.2009.5478610
  • Filename
    5478610