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Proceedings Paper

Restoration Of Echocardiograms Using Time Warping And Periodic Averaging On A Normalized Time Scale
Author(s): M. Unser; L. Dong; G. Pelle; P. Brun; M. Eden
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Paper Abstract

This paper describes an algorithm for the restoration of echocardiographic sequences of several consecutive heart beats. It is based on the estimation of the parameters of a quasi-periodic signal model. This model is fully characterized by a one-period-long reference signal and a warping function that defines the mapping between the reference and observed time-scales. Given an initial reference template, an optimal warping function is determined using dynamic programming. This function is optimal in the sense that it minimizes the mean square error between the warped template and the measured noisy signal. A reference signal estimate is then formed by averaging several cardiac cycles with reference to a normalized time-scale. The efficiency of this procedure, which may be iterated, is demonstrated quantitatively using quasi-periodic noisy test data. This method is then applied to the improvement of M-mode echocardiograms.

Paper Details

Date Published: 25 May 1989
PDF: 10 pages
Proc. SPIE 1092, Medical Imaging III: Image Processing, (25 May 1989); doi: 10.1117/12.953248
Show Author Affiliations
M. Unser, National Institutes of Health (United States)
INSERM (France)
L. Dong, INSERM (France)
G. Pelle, INSERM (France)
P. Brun, INSERM (France)
M. Eden, National Institutes of Health (United States)


Published in SPIE Proceedings Vol. 1092:
Medical Imaging III: Image Processing
Samuel J. Dwyer; R. Gilbert Jost; Roger H. Schneider, Editor(s)

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