Title :
Affine phase based motion estimation applied to echocardiography
Author :
Douziech, Florian ; Liebgott, Hervé ; Bernard, Olivier ; Basarab, Adrian
Author_Institution :
Creatis, Univ. de Lyon, Lyon, France
Abstract :
The purpose of this paper is to introduce an analytic affine transformation estimator based on the phase of two multidimensional analytical signals. Adapted to RF with transverse oscillations image model, the proposed estimator is shown to be more accurate than classical intensity based affine estimation. Applied to cardiac motion estimation, the proposed approach is shown to decrease by 20% the standard deviation errors reported to a recent phase-based method.
Keywords :
echocardiography; medical image processing; motion estimation; oscillations; affine phase based cardiac motion estimation; analytic affine transformation estimator; classical intensity based affine estimation; echocardiography; standard deviation errors; transverse oscillation image model; two multidimensional analytical signals; Equations; Estimation; Mathematical model; Motion estimation; Radio frequency; Ultrasonic imaging; Vectors; affine transformation; echocardiography; motion estimation; multidimensional analytical signals; transverse oscillations;
Conference_Titel :
Ultrasonics Symposium (IUS), 2011 IEEE International
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4577-1253-1
DOI :
10.1109/ULTSYM.2011.0179