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Multi-lead Data Extraction Method of ECG Waveform Based on Mobile Device Application

机译:基于移动设备应用的ECG波形多引用数据提取方法

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Based on its portability and immediacy, mobile device have evolved and led to many innovations in medical domains. For electrocardiograms, the quickest and most intuitive way to store them is to take digital pictures. However, there are distortion and noise interference in real scene photographs inevitably. In this paper, a method is proposed to transform the preliminary digital image achieved by camera into the binarized multi-lead ECG curve individually. The vertex searching algorithm is designed to determine the location of the target paper against an intricate background. The vertex coordinates automatically detected are used in reverse perspective transformation to correct geometric distortion. A robust improved OTSU algorithm is developed to separate foreground curve from background noise and grid. In order to divide the lead curve region, the template matching technology is introduced to the recognition and the region segmentation of each lead information. Finally, a complement operation on the broken curve is performed and the pure and integrated ECG curve which suffices 1-D digitalization is obtained. The entire algorithm can standardize ECG from different sources and solve the problem of region sharing caused by data encryption.
机译:基于其可移植性和即时性,移动设备已经发展并导致了医学领域的许多创新。用于心电图,存储它们的最快和最直观的方式是采用数码图片。然而,真实场景照片中的畸变和噪声干扰不可避免地。在本文中,提出了一种方法以单独地将相机实现的初步数字图像转换为二值化多引导ECG曲线。顶点搜索算法旨在确定目标纸对复杂背景的位置。自动检测到的顶点坐标用于反向透视变换以纠正几何失真。开发了一种强大的改进的OTSU算法,以将前景曲线与背景噪声和网格分开。为了除以引线曲线区域,将模板匹配技术引入识别和每个引导信息的区域分割。最后,执行破损曲线上的补充操作,获得了足够的1-D数字化的纯和集成的ECG曲线。整个算法可以从不同来源标准化ECG,解决数据加密引起的区域共享问题。

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