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Non-local Means (NLM) denoising for time series, applied to ECG

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5.0 | 1 rating Rate this file 17 Downloads (last 30 days) File Size: 15.9 KB File ID: #41762 Version: 1.1
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Non-local Means (NLM) denoising for time series, applied to ECG



16 May 2013 (Updated )

NLM denoising, popular in image processing, is here used for denoising time series data (ECG).

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NLM is a patch-based method which is transient-preserving. In ECG, this means that signal peaks can be preserved while other high-frequency noise is suppressed. See "Nonlocal means denoising of ECG signals", B. Tracey and E. Miller, IEEE Transactions on Biomedical Engineering, Vol 59, No 9, Sept 2012, pages 2383-2386.

MATLAB release MATLAB 7.14 (R2012a)
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Comments and Ratings (1)
23 Mar 2016 Nathan Zhang

Great work. This toolbox run well and fast. Thanks for sharing.

08 Sep 2014 1.1

Added utility file 'lin10.m' that was missing in first submission.

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