Detail publikace

Independent Component Analysis for Motion Artefact Suppression

JANOUŠEK, O.

Originální název

Independent Component Analysis for Motion Artefact Suppression

Anglický název

Independent Component Analysis for Motion Artefact Suppression

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

čeština

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Independent Component Analysis, Motion Artefact, Action Potential

Klíčová slova v angličtině

Independent Component Analysis, Motion Artefact, Action Potential

Autoři

JANOUŠEK, O.

Rok RIV

2010

Vydáno

29. 4. 2010

Nakladatel

Novpress, s.r.o.

Místo

Brno

ISBN

978-80-214-4079-1

Kniha

Proceedings of the 16th Conference Student EEICT 2010

Strany od

67

Strany do

71

Strany počet

5

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"
}