Title :
Motion analysis and epicardial deformation estimation from angiography data
Author :
Mishra, Sanjoy K. ; Goldgof, Dmitry B. ; Huang, Thomas S.
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA
Abstract :
A curvature-based approach to estimating nonrigid deformation of moving surfaces is described. Conformal motion can be characterized by stretching of the surface. At each point this stretching is equal in all directions, but is different for different points. This stretching function can be defined as an additional (with global translation and rotation) motion parameter. An algorithm for local stretching recovery from Gaussian curvature based on polynomial approximations of the stretching function is presented. These methods require point correspondences between time frames, but not the complete knowledge of nonrigid transformation
Keywords :
biomechanics; cardiology; computerised picture processing; diagnostic radiography; medical diagnostic computing; Gaussian curvature; angiography data; curvature-based approach; epicardial deformation estimation; global translation; local stretching recovery; motion analysis; point correspondences; polynomial approximations; rotation; Angiography; Computer science; Computer vision; Data engineering; Heart; Laboratories; Motion analysis; Motion estimation; Polynomials; Surface treatment;
Conference_Titel :
Computer Vision and Pattern Recognition, 1991. Proceedings CVPR '91., IEEE Computer Society Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-8186-2148-6
DOI :
10.1109/CVPR.1991.139711