DocumentCode :
473824
Title :
Reducing cardiac motion in IVUS sequences
Author :
Hernandez, AH ; Gil, DG ; Mauri, JM ; Radeva, PR
Author_Institution :
Comput. Vision Center, Univ. Autonoma de Barcelona, Barcelona
fYear :
2006
fDate :
17-20 Sept. 2006
Firstpage :
685
Lastpage :
688
Abstract :
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.
Keywords :
Fourier transform spectra; bio-optics; bioacoustics; biology computing; biomechanics; biomedical ultrasonics; cardiovascular system; regression analysis; Fourier coefficients; IVUS sequences; cardiac motion; cardiac vessel displacement; image sequence alignment; intravascular ultrasound; regression plane; rigid dynamics; spectral analysis; vessel geometry; Arteries; Computer vision; Frequency estimation; Geometry; Image sequences; Motion analysis; Motion measurement; Phase estimation; Spectral analysis; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2006
Conference_Location :
Valencia
Print_ISBN :
978-1-4244-2532-7
Type :
conf
Filename :
4511944
Link To Document :
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