Title :
The use of hybrid models to recover cardiac wall motion in tagged MR images
Author :
Funka-Lea, Gareth ; Gupta, Alok
Author_Institution :
Siemens Corp. Res. Inc., Princeton, NJ, USA
Abstract :
We present a new algorithm for the automatic recovery of tag grid-line intersections in Tagged MR images of the left ventricle of the heart. Our method uses an active spring mesh to capture local properties of the motion and a global motion model to capture the global coherence of the motion. We recover the global component of the motion using robust estimation. Different motion models have been developed for short and long axis views of the heart. The algorithm has been tested on healthy and pathological data
Keywords :
cardiology; image reconstruction; medical image processing; active spring mesh; cardiac wall motion; global coherence; global motion model; hybrid models; left ventricle; robust estimation; tag grid-line intersections; tagged MR images; Coherence; Educational institutions; Heart; Image segmentation; Motion estimation; Myocardium; Pathology; Robustness; Springs; Testing;
Conference_Titel :
Computer Vision and Pattern Recognition, 1996. Proceedings CVPR '96, 1996 IEEE Computer Society Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-8186-7259-5
DOI :
10.1109/CVPR.1996.517138