Title :
Elastic spline models for human cardiac motion estimation
Author :
Chen, F. ; Suter, D.
Author_Institution :
Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia
Abstract :
Elastic splines (including dynamic “snakes” and elastic contours), minimising an energy norm of the membrane and/or thin-plate types, have been used to model many surfaces in visual reconstruction and related biomedical applications. The authors model the displacement of the material between successive cardiac images using vector splines. They define a family of elastic splines. These splines can be tuned to enforce different types and different degrees of smoothness. They assess how well these splines can be used to reconstruct human cardiac motion. The proposed method has been implemented based on MRI projection data
Keywords :
biomechanics; biomedical NMR; biomembranes; cardiology; image reconstruction; medical image processing; splines (mathematics); MRI projection data; biomedical applications; dynamic snakes; elastic contours; elastic spline models; human cardiac motion estimation; human cardiac motion reconstruction; material displacement modelling; membrane; minimised energy norm; smoothness; successive cardiac images; surface modelling; thin-plate types; vector splines; visual reconstruction; Active contours; Biomembranes; Computer vision; History; Humans; Image reconstruction; Magnetic resonance imaging; Motion estimation; Spline; Surface reconstruction;
Conference_Titel :
Nonrigid and Articulated Motion Workshop, 1997. Proceedings., IEEE
Conference_Location :
San Juan
Print_ISBN :
0-8186-8040-7
DOI :
10.1109/NAMW.1997.609862