2D+T acoustic boundary detection in echocardiography

被引:117
作者
Mulet-Parada, M [1 ]
Noble, JA [1 ]
机构
[1] Univ Oxford, Dept Engn Sci, Robot Res Grp, Oxford OX1 3PJ, England
基金
英国工程与自然科学研究理事会;
关键词
2D+T ultrasound; echocardiography; heart wall motion; quadrature filters; Log-Gabor wavelets;
D O I
10.1016/S1361-8415(00)00006-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we address the problem of spatio-temporal acoustic boundary detection in echocardiography. We propose a phase-based feature detection method to be used as the front end to higher-level 2D+T/3D+T reconstruction algorithms. We develop a 2D+T version of this algorithm and illustrate its performance on some typical echocardiogram sequences. We show how our temporal-based algorithm helps to reduce the number of spurious feature responses due to speckle and provides feature velocity estimates. Further, our approach is intensity-amplitude invariant. This makes it particularly attractive for echocardiographic segmentation, where choosing a single global intensity-based edge threshold is problematic. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:21 / 30
页数:10
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