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
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;
Conference_Titel :
3D Imaging (IC3D), 2012 International Conference on
Conference_Location :
Lie??ge
DOI :
10.1109/IC3D.2012.6615144