Title :
Recognition of cardiac patterns based on wavelet analysis
Author :
Yuan, Z.D. ; Xu, J.Q. ; Li, G.P.
Author_Institution :
Sch. of Sci. & Technol., East China Normal Univ., Shanghai, China
Abstract :
A kind technology of automatically recognizing cardiac patterns is developed in this paper. The wavelet multiresolution analysis and cluster analysis are used for the segmentation and the feature extraction of electrocardiograms (ECG). The several cardiac diseases are classified by using the well-known recognition method, KNN method. The computing result demonstrates that to develop this automatic recognition technology has an optimistic prospect.
Keywords :
electrocardiography; feature extraction; image recognition; image resolution; image segmentation; pattern classification; pattern clustering; wavelet transforms; ECG; KNN method; automatic recognition technology; cardiac diseases; cardiac pattern recognition; cluster analysis; electrocardiograms; feature extraction; wavelet analysis; wavelet multiresolution analysis;
Conference_Titel :
Intelligent Control. 2003 IEEE International Symposium on
Conference_Location :
Houston, TX, USA
Print_ISBN :
0-7803-7891-1
DOI :
10.1109/ISIC.2003.1254712
