• DocumentCode
    637955
  • Title

    3-D biquaternionic analytic signal and application to envelope detection in 3-D ultrasound imaging

  • Author

    Liang Wang ; Girard, Patrick R. ; Bernard, Amy ; Zhengjun Liu ; Clarysse, P. ; Delachartre, P.

  • Author_Institution
    CREATIS, Univ. de Lyon, Lyon, France
  • fYear
    2012
  • fDate
    3-5 Dec. 2012
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    This paper gives an algebraic framework for 3-D analytic signals and realizes a numerical implementation of Clifford Fourier transformation and Clifford biquaternions. By applying the hypercomplex analytic signal, the module and partial modules of a biquaternion are proposed. Our method is applied to the ultrasound data from a phantom with a biopsy needle inserted. The biquaternion pseudo-envelope of a radio frequency ultrasound volume data is introduced from the partial module of the ultrasound volume biquaternionic analytic signal. This method shows several advantages comparing with the 1-D envelope results. When the envelope of a radio frequency ultrasound volume is calculated based on conventional 1-D method, there are possible losses of information as we expected. As the result of that, the biquaternion pseudo-envelope detection method is preferred in order to take into account the information of the other dimensions of data and to obtain a better visual appearance of the needle.
  • Keywords
    Fourier transforms; algebra; image registration; medical image processing; medical signal detection; phantoms; ultrasonic imaging; 1D envelope method; 3D analytic signals; 3D biquaternionic analytic signal; 3D ultrasound image registration approach; 3D ultrasound imaging; Clifford Fourier transformation; Clifford algebra; Clifford biquaternions; algebraic framework; biopsy needle; biquaternion pseudoenvelope detection method; hypercomplex analytic signal; partial biquaternion modules; phantom; radiofrequency ultrasound volume data; ultrasound volume biquaternionic analytic signal; visual needle appearance; Algebra; Biopsy; Needles; Quaternions; Radio frequency; Transforms; Ultrasonic imaging; 3-D RF ultrasound signal; Clifford algebra; biquaternion pseudo-envelope; biquaternionic analytic signal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    3D Imaging (IC3D), 2012 International Conference on
  • Conference_Location
    Lie??ge
  • Type

    conf

  • DOI
    10.1109/IC3D.2012.6615144
  • Filename
    6615144