Title :
An automatic method to determine mitral annular lines from 2D+1D precordial echocardiogram
Author :
Liu, Yu-Shen ; Ching, Yu-Tai ; Chen, Shyh-Jye
Author_Institution :
Dept. of Comput. & Inf. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
We present a method to determine the sequence of mitral annular lines in 2D+1D precordial echocardiogram. We first use the optical flow technique a 2-means algorithm to determine a set of possible mitral annular points. A pair of mitral annular points could form the mitral annular line. The problem to determine the sequence of mitral annular lines in 2D+1D echocardiogram is modeled as a problem to find the shortest path in a graph. The proposed method need very few user inputs. Experimental results show that we can find accurate mitral annular lines
Keywords :
echocardiography; image sequences; medical image processing; 2-means algorithm; 2D-1D precordial echocardiogram; automatic method; graph; mitral annular lines; mitral annular points; optical flow technique; sequence; shortest path; Adaptive optics; Echocardiography; Equations; Image motion analysis; Noise reduction; Optical filters; Optical noise; Speckle; Ultrasonic imaging; User interfaces;
Conference_Titel :
Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-6465-1
DOI :
10.1109/IEMBS.2000.900412