Detail publikačního výsledku

Independent Component Analysis for Motion Artefact Suppression

JANOUŠEK, O.

Original Title

Independent Component Analysis for Motion Artefact Suppression

English Title

Independent Component Analysis for Motion Artefact Suppression

Type

Paper in proceedings (conference paper)

Original Abstract

Independent component analysis seems to be promising tool for analysis of optical signals recorded from the heart surface. Optical signals reflect electrical phenomenon in the heart, however their evaluation complicates motion artifact. This artifact can be successfully re-moved by usage of specific ICA algorithms. Twenty-six ICA algorithms were used in this work. Results of ICA algorithms were compared with result obtained by another method usually used for motion artifact removing. Seven ICA algorithms were found as usable for motion artifact removing.

English abstract

Independent component analysis seems to be promising tool for analysis of optical signals recorded from the heart surface. Optical signals reflect electrical phenomenon in the heart, however their evaluation complicates motion artifact. This artifact can be successfully re-moved by usage of specific ICA algorithms. Twenty-six ICA algorithms were used in this work. Results of ICA algorithms were compared with result obtained by another method usually used for motion artifact removing. Seven ICA algorithms were found as usable for motion artifact removing.

Keywords

Independent Component Analysis, Motion Artefact, Action Potential

Key words in English

Independent Component Analysis, Motion Artefact, Action Potential

Authors

JANOUŠEK, O.

RIV year

2011

Released

29.04.2010

Publisher

Novpress, s.r.o.

Location

Brno

ISBN

978-80-214-4079-1

Book

Proceedings of the 16th Conference Student EEICT 2010

Pages from

67

Pages to

71

Pages count

5

Full text in the Digital Library

http://hdl.handle.net/

BibTex

@inproceedings{BUT29028,
  author="Oto {Janoušek}",
  title="Independent Component Analysis for Motion Artefact Suppression",
  booktitle="Proceedings of the 16th Conference Student EEICT 2010",
  year="2010",
  pages="67--71",
  publisher="Novpress, s.r.o.",
  address="Brno",
  isbn="978-80-214-4079-1"
}