Literature DB >> 19963967

Two-dimensional compression of surface electromyographic signals using column-correlation sorting and image encoders.

Marcus V C Costa1, Joao L A Carvalho, Pedro A Berger, Alexandre Zaghetto, Adson F da Rocha, Francisco A O Nascimento.   

Abstract

We present a new preprocessing technique for two-dimensional compression of surface electromyographic (S-EMG) signals, based on correlation sorting. We show that the JPEG2000 coding system (originally designed for compression of still images) and the H.264/AVC encoder (video compression algorithm operating in intraframe mode) can be used for compression of S-EMG signals. We compare the performance of these two off-the-shelf image compression algorithms for S-EMG compression, with and without the proposed preprocessing step. Compression of both isotonic and isometric contraction S-EMG signals is evaluated. The proposed methods were compared with other S-EMG compression algorithms from the literature.

Mesh:

Year:  2009        PMID: 19963967     DOI: 10.1109/IEMBS.2009.5333134

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

1.  Compression of high-density EMG signals for trapezius and gastrocnemius muscles.

Authors:  Cinthia Itiki; Sergio S Furuie; Roberto Merletti
Journal:  Biomed Eng Online       Date:  2014-03-10       Impact factor: 2.819

2.  S-EMG signal compression based on domain transformation and spectral shape dynamic bit allocation.

Authors:  Marcel Henrique Trabuco; Marcus Vinícius Chaffim Costa; Francisco Assis de Oliveira Nascimento
Journal:  Biomed Eng Online       Date:  2014-02-27       Impact factor: 2.819

3.  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

4.  SEMG signal compression based on two-dimensional techniques.

Authors:  Wheidima Carneiro de Melo; Eddie Batista de Lima Filho; Waldir Sabino da Silva Júnior
Journal:  Biomed Eng Online       Date:  2016-04-18       Impact factor: 2.819

  4 in total

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