DocumentCode :
2112014
Title :
Noise reduction using anisotropic diffusion filter in inverse electrocardiology
Author :
Gavgani, Alireza Mazloumi ; Dogrusoz, Yesim Serinagaoglu
Author_Institution :
Electr. & Electron. Eng. Dept., Middle East Tech. Univ., Ankara, Turkey
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
5919
Lastpage :
5922
Abstract :
Filtering has been widely used in biomedical signal processing and image processing applications to cancel noise effects in signals recorded from the body. However, it is important to keep the desired characteristics of the physiological signal of interest while suppressing the noise characteristics. In this study, we used anisotropic diffusion filter (ADF) to cancel the noise on the body surface potentials measurements (BSPM) with the goal of improving the corresponding solutions of the inverse problem of electrocardiology (ECG). ADFs have been applied to image processing and they have the advantage of preserving sharp edges while rejecting the noise, thus we have chosen ADFs instead of more conventional filtering techniques. We used unfiltered and filtered BSPMs to estimate the epicardial potential distributions. We compared Tikhonov regularization results when the data included measurement noise and geometric errors. In both cases, filtering of BSPMs using the ADF improved our solutions.
Keywords :
electrocardiography; filters; medical signal processing; Tikhonov regularization; anisotropic diffusion filter; body surface potential measurement; electrocardiology inverse problem; epicardial potential distribution; image processing; noise reduction; Anisotropic magnetoresistance; Electrocardiography; Filtering; Inverse problems; Noise measurement; Signal to noise ratio; Electrocardiography; Noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6347341
Filename :
6347341
Link To Document :
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