Title :
Evaluation of cardiac motion in bi-dimensional echocardiography
Author :
Montilla, Guillermo ; Barrios, Victor ; Roux, Christian ; Bosnjak, Antonio ; Jimenez, Carlos
Author_Institution :
Fac. de Ingegneria, Univ. de Carabobo, Valencia, Venezuela
Abstract :
Two tracking methods based on matching techniques were used to detect the motion of ventricular walls in cardiac echocardiographic images. Two types of Regions of Interest (ROI) were selected. The first based on tracking blocks of pixels using Sum of Absolute Differences (SAD) and the Correlation Coefficient (CORR), as matching criteria. The second based on gray profile cross-sections along an axis, that passes through the point of interest. In this other case, Covariance (COV) and Correlation Coefficients (CORR) were used as the matching criteria. All four methods were tested with echocardiographic images with different quality levels. The interest points were chosen along the ventricle borders and the myocardial middle zone
Keywords :
acoustic correlation; echocardiography; image matching; medical image processing; motion estimation; tracking; Correlation Coefficient; Correlation Coefficients; Covariance; Regions of Interest; Sum of Absolute Differences; bi-dimensional echocardiography; cardiac motion; gray profile cross-sections; matching criteria; matching techniques; myocardial middle zone; pixels; quality levels; tracking blocks; tracking methods; ventricle borders; ventricular walls; Echocardiography; Motion analysis; Motion detection; Myocardium; Optical noise; Pattern matching; Rendering (computer graphics); Speckle; Testing; Tracking;
Conference_Titel :
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-2050-6
DOI :
10.1109/IEMBS.1994.411855