基于形态学滤波的QRS复合体检测

Taouli Sa, Bereksi-Reguig F
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引用次数: 3

摘要

本文提出了一种基于数学形态学的QRS复合体检测方法,更精确地检测心电图中的R波,该方法需要四种算子的形态学:侵蚀、扩张、打开和关闭。这些操作符与一个被重新定位的窗口结合在一起,这个窗口被称为结构化元素。形态学滤波利用结构元素从心电信号中提取形状信息。通过使用从MIT-BIH心律失常数据库获得的记录来测试所提出算法的有效性。实验结果表明,该算法优于其他算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The QRS complex detection using morphological filtering
This article presents a method of QRS complex detection and more precisely the R wave in an electrocardiogram (ECG) based on the mathematics morphology which calls upon the four operators’ morphology, erosion, dilation, opening and closing. These operators are combined with a window relocated which is called the structuring element. Morphological filtering uses the structuring element to extract the shape information from ECG signal. The effectiveness of the proposed algorithm is tested by using recordings obtained from the MIT-BIH arrhythmia database. Experiment results show that the proposed algorithm outperforms the other algorithms.
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