Literature DB >> 10916255

Wavelet compression of ECG signals by the set partitioning in hierarchical trees algorithm.

Z Lu1, D Y Kim, W A Pearlman.   

Abstract

A wavelet electrocardiogram (ECG) data codec based on the set partitioning in hierarchical trees (SPIHT) compression algorithm is proposed in this paper. The SPIHT algorithm [1] has achieved notable success in still image coding. We modified the algorithm for the one-dimensional case and applied it to compression of ECG data. Experiments on selected records from the MIT-BIH arrhythmia database revealed that the proposed codec is significantly more efficient in compression and in computation than previously proposed ECG compression schemes. The coder also attains exact bit rate control and generates a bit stream progressive in quality or rate.

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Year:  2000        PMID: 10916255     DOI: 10.1109/10.846678

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  16 in total

1.  Time-frequency localization using three-tap biorthogonal wavelet filter bank for electrocardiogram compressions.

Authors:  Ashish Kumar; Rama Komaragiri; Manjeet Kumar
Journal:  Biomed Eng Lett       Date:  2019-06-28

2.  Wavelet-based Encoding Scheme for Controlling Size of Compressed ECG Segments in Telecardiology Systems.

Authors:  Asiya M Al-Busaidi; Lazhar Khriji; Farid Touati; Mohd Fadlee Rasid; Adel Ben Mnaouer
Journal:  J Med Syst       Date:  2017-09-12       Impact factor: 4.460

3.  A compressed-sensing-based compressor for ECG.

Authors:  Vahi Izadi; Pouria Karimi Shahri; Hamed Ahani
Journal:  Biomed Eng Lett       Date:  2020-02-06

4.  Real time QRS complex detection using DFA and regular grammar.

Authors:  Salah Hamdi; Asma Ben Abdallah; Mohamed Hedi Bedoui
Journal:  Biomed Eng Online       Date:  2017-02-28       Impact factor: 2.819

5.  An evaluation of the effects of wavelet coefficient quantisation in transform based EEG compression.

Authors:  Higgins Garry; Brian McGinley; Edward Jones; Martin Glavin
Journal:  Comput Biol Med       Date:  2013-04-16       Impact factor: 4.589

Review 6.  u-Healthcare system: state-of-the-art review and challenges.

Authors:  Farid Touati; Rohan Tabish
Journal:  J Med Syst       Date:  2013-05-03       Impact factor: 4.460

7.  Slowing and Loss of Complexity in Alzheimer's EEG: Two Sides of the Same Coin?

Authors:  Justin Dauwels; K Srinivasan; M Ramasubba Reddy; Toshimitsu Musha; François-Benoît Vialatte; Charles Latchoumane; Jaeseung Jeong; Andrzej Cichocki
Journal:  Int J Alzheimers Dis       Date:  2011-04-13

8.  Reference signal extraction from corrupted ECG using wavelet decomposition for MRI sequence triggering: application to small animals.

Authors:  Dima Abi-Abdallah; Eric Chauvet; Latifa Bouchet-Fakri; Alain Bataillard; André Briguet; Odette Fokapu
Journal:  Biomed Eng Online       Date:  2006-02-20       Impact factor: 2.819

9.  Comparison study of EMG signals compression by methods transform using vector quantization, SPIHT and arithmetic coding.

Authors:  Eloundou Pascal Ntsama; Welba Colince; Pierre Ele
Journal:  Springerplus       Date:  2016-04-12

10.  Hardware design and implementation of a wavelet de-noising procedure for medical signal preprocessing.

Authors:  Szi-Wen Chen; Yuan-Ho Chen
Journal:  Sensors (Basel)       Date:  2015-10-16       Impact factor: 3.576

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