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PSVD: a method for robust, real time eye movement artifact rejection from the EEG

Ronald Phlypo UGent, Peter Van Hese, Hans Hallez UGent, Paul Boon UGent, Rik Van de Walle UGent, Yves D'Asseler UGent and Ignace Lemahieu UGent (2006) 3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Proceedings.
abstract
In this work a fast, accurate and fully automated method for real time eye movement artifact rejection from the EEG is presented. The focus is on the stability of the pSVD method under noisy conditions and the increase of accuracy in source localization problems after the EEG is being processed by pSVD. The method is compared to standard component analysis techniques used in EEG processing. Results are that pSVD outperforms its competitors in almost all categories, which leads to conclude that this might be a new standard in real time EEG processing
Please use this url to cite or link to this publication:
author
organization
year
type
conference
publication status
published
subject
keyword
EEG, eye movement, artifact, biomechanics, electroencephalography, eye, medical signal processing, singular value decomposition, PSVD, piecewise singular value decomposition, robust real time eye movement artifact rejection, EEG processing, noisy conditions, source localization, component analysis techniques
in
3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Proceedings
pages
4 pages
publisher
Institute of Engineering and Technology
place of publication
Stevenage, UK
conference name
3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing
conference location
Glasgow, Scotland, UK
conference start
2006-07-17
conference end
2006-07-19
Web of Science type
Conference Paper
Web of Science id
9113131
language
English
UGent publication?
yes
classification
C1
id
374311
handle
http://hdl.handle.net/1854/LU-374311
date created
2007-07-31 13:38:00
date last changed
2010-02-04 09:39:21
@inproceedings{374311,
  abstract     = {In this work a fast, accurate and fully automated method for real time eye movement artifact rejection from the EEG is presented. The focus is on the stability of the pSVD method under noisy conditions and the increase of accuracy in source localization problems after the EEG is being processed by pSVD. The method is compared to standard component analysis techniques used in EEG processing. Results are that pSVD outperforms its competitors in almost all categories, which leads to conclude that this might be a new standard in real time EEG processing},
  author       = {Phlypo, Ronald and Van Hese, Peter and Hallez, Hans and Boon, Paul and Van de Walle, Rik and D'Asseler, Yves and Lemahieu, Ignace},
  booktitle    = {3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Proceedings},
  keyword      = {EEG,eye movement,artifact,biomechanics,electroencephalography,eye,medical signal processing,singular value decomposition,PSVD,piecewise singular value decomposition,robust real time eye movement artifact rejection,EEG processing,noisy conditions,source localization,component analysis techniques},
  language     = {eng},
  location     = {Glasgow, Scotland, UK},
  pages        = {4},
  publisher    = {Institute of Engineering and Technology},
  title        = {PSVD: a method for robust, real time eye movement artifact rejection from the EEG},
  year         = {2006},
}

Chicago
Phlypo, Ronald, Peter Van Hese, Hans Hallez, Paul Boon, Rik Van de Walle, Yves D’Asseler, and Ignace Lemahieu. 2006. “PSVD: a Method for Robust, Real Time Eye Movement Artifact Rejection from the EEG.” In 3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Proceedings. Stevenage, UK: Institute of Engineering and Technology.
APA
Phlypo, R., Van Hese, P., Hallez, H., Boon, P., Van de Walle, R., D’Asseler, Y., & Lemahieu, I. (2006). PSVD: a method for robust, real time eye movement artifact rejection from the EEG. 3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Proceedings. Presented at the 3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Stevenage, UK: Institute of Engineering and Technology.
Vancouver
1.
Phlypo R, Van Hese P, Hallez H, Boon P, Van de Walle R, D’Asseler Y, et al. PSVD: a method for robust, real time eye movement artifact rejection from the EEG. 3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Proceedings. Stevenage, UK: Institute of Engineering and Technology; 2006.
MLA
Phlypo, Ronald, Peter Van Hese, Hans Hallez, et al. “PSVD: a Method for Robust, Real Time Eye Movement Artifact Rejection from the EEG.” 3rd International Conference MEDSIP 2006 Advances in Medical, Signal and Information Processing, Proceedings. Stevenage, UK: Institute of Engineering and Technology, 2006. Print.