Reducing cardiac motion in IVUS sequences

Cardiac vessel displacement is a main artifact in IVUS sequences. It hinders visualization of the main structures in an appropriate orientation and alignment and affects extracting vessel measurements. In this paper, we present a novel approach for image sequence alignment based on spectral analysis, which removes rigid dynamics, preserving at the same time the vessel geometry. First, we suppress the translation by taking, for each frame, the center of mass of the image as origin of coordinates. In polar coordinates with such point as origin, the rotation appears as a horizontal displacement. The translation induces a phase shift in the Fourier coefficients of two consecutive polar images. We estimate the phase by adjusting a regression plane to the phases of the principal frequencies. Experiments show that the presented strategy suppress cardiac motion regardless of the acquisition device.

[1]  Max A. Viergever,et al.  Mutual-information-based registration of medical images: a survey , 2003, IEEE Transactions on Medical Imaging.

[2]  B. Garra,et al.  Elastography: Ultrasonic imaging of tissue strain and elastic modulus in vivo , 1996 .

[3]  Morton H. Friedman,et al.  Retrieval of cardiac phase from IVUS sequences , 2003, SPIE Medical Imaging.

[4]  M. O’Donnell,et al.  Measurement of arterial wall motion using Fourier based speckle tracking algorithms , 1991, IEEE 1991 Ultrasonics Symposium,.

[5]  C von Birgelen,et al.  ECG-gated versus nongated three-dimensional intracoronary ultrasound analysis: implications for volumetric measurements. , 1998, Catheterization and cardiovascular diagnosis.

[6]  A F van der Steen,et al.  Intravascular ultrasound elastography. , 2008, Ultraschall in der Medizin.

[7]  Jan Flusser,et al.  Image registration methods: a survey , 2003, Image Vis. Comput..

[8]  A. Willsky,et al.  Signals and Systems , 2004 .

[9]  Francesco Prati,et al.  Three dimensional reconstruction of cross sectional intracoronary ultrasound: clinical or research tool? , 1995, British heart journal.

[10]  Patrick W Serruys,et al.  Retrospective image‐based gating of intracoronary ultrasound images for improved quantitative analysis: The intelligate method , 2004, Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions.

[11]  Steven E. Nissen,et al.  Intravascular Ultrasound Assessment of Lumen Size and Wall Morphology in Normal Subjects and Patients With Coronary Artery Disease , 1991, Circulation.

[12]  Petia Radeva,et al.  Suppression of IVUS Image Rotation. A Kinematic Approach , 2005, FIMH.

[13]  P. E. Anuta,et al.  Spatial Registration of Multispectral and Multitemporal Digital Imagery Using Fast Fourier Transform Techniques , 1970 .

[14]  C. Morandi,et al.  Registration of Translated and Rotated Images Using Finite Fourier Transforms , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.