• DocumentCode
    3561393
  • Title

    Despeckling of medical ultrasound images based on quantum-inspired adaptive threshold

  • Author

    Fu, Xiu-Wei ; Ding, M.-Y. ; Cai, Chang

  • Author_Institution
    State Key Lab. for Multi-spectral Inf. Process. Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • Volume
    46
  • Issue
    13
  • fYear
    2010
  • Firstpage
    889
  • Lastpage
    891
  • Abstract
    A speckle suppression method for medical ultrasound images is proposed by combining the dual-tree complex wavelet transform (DTCWT) with a new quantum-inspired adaptive threshold function. An adaptive non-Gaussian statistical model is proposed for the complex wavelet coefficients. According to products of the coefficients and their parents in multi-scale subbands, the quantum-inspired probability of noise is considered in the proposed threshold function. Experiments demonstrate the effectiveness of the proposed method.
  • Keywords
    Gaussian processes; biomedical ultrasonics; image denoising; medical image processing; wavelet transforms; dual-tree complex wavelet transform; medical ultrasound images; nonGaussian statistical model; quantum-inspired adaptive threshold function; quantum-inspired probability; speckle suppression method;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2010.1092
  • Filename
    5493513