Title :
3D displacement fields estimation of three-dimensional cardiac echocardiographic images based on elliptic partial differential equation
Author :
Qiang, Guo ; Xin, Yang ; Liping, Yao ; Kun, Sun
Author_Institution :
Inst. of Image Process. & Pattern Recognition, Shanghai Jiao Tong Univ., China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
Three-dimensional echocardiography is a promising technique for quantitative analysis of heart functions because it can visualize the complex structure of the hearts intuitively. Within this new technical how to describe the motion of some part of the heart quantitatively is meaningful. This paper proposes a method of 3D motion estimation based on elliptic partial differential equation. It detects the displacement fields instead of the optical flow fields, which needs calibrated for. First a new quadratic error functional is proposed in this paper; then, it leads to a set of elliptic partial differential equations by variation calculus. Using finite difference method, this algorithm is possible to evaluation the motion of mitral valve.
Keywords :
echocardiography; finite difference methods; image sequences; medical image processing; motion estimation; partial differential equations; prosthetics; variational techniques; 3D displacement; elliptic partial differential equation; field estimation; finite difference method; heart function; mitral valve; motion estimation; optical flow field; quadratic error functional; quantitative analysis; three-dimensional cardiac echocardiographic image; variation calculus; Blood; Differential equations; Echocardiography; Heart; Hospitals; Image motion analysis; Medical treatment; Partial differential equations; Sun; Valves;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1441489