Title :
Pointwise motion tracking in echocardiographic images
Author :
Yu, Weichuan ; Yan, Ping ; Sinusas, Albert ; Thiele, Karl ; Duncan, James S.
Author_Institution :
Dept. of Diagnostic Radiol., Yale Univ., New Haven, CT, USA
fDate :
27 June-2 July 2004
Abstract :
We study the problem of pointwise motion tracking in echocardiographic images. We show that decorrelation between tissue motion and intensity variation is inevitable for certain kinds of tissue motion and decorrelation compensation is an ill-posed inverse problem if the decorrelation is beyond a certain correlation threshold. We compare the performance of different features using simulations and phantom examples. We find a threshold value of correlation coefficients below which the B-Mode signal works better than the radio frequency (RF) signal in the analysis of large deformation. We also demonstrate that the introduction of a quantitative reliability measure helps to improve the robustness of displacement estimation.
Keywords :
biological tissues; decorrelation; echocardiography; image motion analysis; inverse problems; medical image processing; rendering (computer graphics); tracking; B-mode signal; RF signal; correlation coefficients; correlation threshold value; decorrelation compensation; displacement estimation; echocardiographic images; ill-posed inverse problem; intensity variation; pointwise motion tracking; quantitative reliability; radio frequency signal; rendering; robustness; tissue motion; Computer Society; Computer vision; Pattern recognition; Tracking;
Conference_Titel :
Computer Vision and Pattern Recognition, 2004. CVPR 2004. Proceedings of the 2004 IEEE Computer Society Conference on
Print_ISBN :
0-7695-2158-4
DOI :
10.1109/CVPR.2004.1315097