DETECTING MYOCARDIAL BOUNDARIES OF LEFT-VENTRICLE FROM A SINGLE FRAME 2DE IMAGE

被引:17
作者
CHOU, WS
WU, CM
CHEN, YC
HSIEH, KS
机构
[1] NATL TSING HUA UNIV,INST ELECT ENGN,HSINCHU 30043,TAIWAN
[2] VET GEN HOSP SHIH PAI,DEPT PEDIAT,CARDIOL SECT,TAIPEI 112,TAIWAN
关键词
Binary morphology; Border detection; Model-based detection system; Relaxation algorithm; Two-dimensional echocardiography;
D O I
10.1016/0031-3203(90)90102-Q
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new method for detecting myocardial boundaries of the left ventricle from a short-axis viewed, two-dimensional echocardiographic (2DE) image is presented. The method extracts the outer boundary based on an ideal echo-intensity image model and relaxation algorithm, while the endocardial border is detected by the principle employed by Klingler et al. with some modifications. The only a priori information needed in this method is to assign the approximated contraction center of the left ventricle. Neither the searching limits used in the radial search method nor information about rough positions of myocardial borders used in a plan-based detection scheme is required. Practical examples are given and illustrated. Methods for the generalization of the proposed method are discussed. © 1990.
引用
收藏
页码:799 / 806
页数:8
相关论文
共 30 条
[11]   COMPUTER-ANALYSIS OF HEART MOTION FROM TWO-DIMENSIONAL ECHOCARDIOGRAMS [J].
MAILLOUX, GE ;
BLEAU, A ;
BERTRAND, M ;
PETITCLERC, R .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1987, 34 (05) :356-364
[12]   A METHOD FOR THE ANALYSIS OF AMBIGUOUS SEGMENTATIONS OF IMAGES [J].
MOTA, FA ;
VELASCO, FRD .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1986, 8 (06) :755-760
[13]   QUANTITATIVE DETECTION OF REGIONAL LEFT-VENTRICULAR CONTRACTION ABNORMALITIES BY TWO-DIMENSIONAL ECHOCARDIOGRAPHY .1. ANALYSIS OF METHODS [J].
MOYNIHAN, PF ;
PARISI, AF ;
FELDMAN, CL .
CIRCULATION, 1981, 63 (04) :752-760
[14]  
OLIVER L, 1984, JACC, V3
[15]  
ONOE, 1980, REAL TIME MED IMAGE
[16]  
Pavlidis T., 1982, ALGORITHMS GRAPHICS
[17]  
PERL M, 1986, MED BIOL ENG COMPUT, P145
[18]   AN IMAGE-PROCESSING METHOD FOR CARDIAC MOTION ANALYSIS [J].
PRASAD, RS ;
SRINIVASAN, TM .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1987, 34 (03) :244-247
[19]   HIERARCHICAL MATCHING USING RELAXATION [J].
PRICE, KE .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1986, 34 (01) :66-75