Skip to main content
Log in

Comparison of two methods for correcting ocular artefacts in EEGs

  • Physiological Measurement
  • Published:
Medical and Biological Engineering and Computing Aims and scope Submit manuscript

    We’re sorry, something doesn't seem to be working properly.

    Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.

Abstract

A major problem in the study of brain potentials is the occurrence of ocular artefacts in electro-encephalograms. OAs can be monitored by placing electrodes near the eyes and recording electro-oculograms. In the paper, two OA correction methods based on simulations are compared; the Jervis method and the vandenBerg method. In most simulations, the residual (the difference between the original EEG and the EEG after correction) is smaller in amplitude and variance for the vandenBerg method than for the Jervis method. When eye movements and blinks are given different factors, the blinks are not removed completely. For both methods, the residual of the blinks increases with the differences between the model parameters for the blinks and for eye movements. The occurrence of a slow negative wave greatly disturbs the estimated parameters and thus the residuals of the Jervis method. For the vandenBerg method, there is only a very small effect. The conclusion from correcting a recorded data set, which does not contain a slow negative wave, is that, for these data, there is no evidence that one method is better than the other.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Barlow, J. S. (1986): ‘Artefact processing (rejection and minimization) in EEG data processing,’ inLopes da Silva, F. H., Storm van Leeuwen, W. andRemond, A. (Eds.): ‘Handbook of electroencephalography and clinical neurophysiology. Volume 2: clinical applications of computer analysis of EEG and neurophysiological signals (Elsevier, Amsterdam) pp. 15–55

    Google Scholar 

  • Brownlee, K. A. (1965): ‘Statistical theory and methodology,’ (John Wiley & Sons, New York)

    MATH  Google Scholar 

  • Brunia, C. H. M., Möcks, J., van den Berg-Lenssen, M. M. C., Coelho, M., Coles, M. G. H., Elbert, T., Gasser, Th., Gratton, G., Ifeachor, E. C., Jervis, B. W., Lutzenberger, W., Sroka, L., van Blokland-Vogelesang, A. W., van Driel, G., Woestenburg, J. C., Berg, P., McCallum, W. C., Pham, D. T., Pocock, P. V., andRoth, W. T. (1989): ‘Correcting ocular artifacts in the EEG, a comparison of several methods,’J. Psychophysiol. 3, pp. 1–50

    Google Scholar 

  • Corby, J. C., andKopell, B. S. (1972): ‘Differential contributions of blinks and vertical eye-movements as artifact in EEG recording,’Psychophysiol.,9, pp. 640–644

    Google Scholar 

  • de Wit, H. J. F. (1985): ‘Testing of stationarity of background EEG and a single trial analysis using orthogonal polynomials.’ M.Sc. thesis, Eindhoven University of Technology (in Dutch)

  • Gasser, Th., Sroka, L., andMöcks, J. (1985): ‘The transfer of EOG-activity into the EEG for eyes open and closed,’Electroencephalogr. Clin. Neurophysiol.,61, pp. 181–193

    Article  Google Scholar 

  • Gratton, G., Coles, M. G. H., andDonchin, E. (1983): ‘A new method for off-line removal of ocular artifact,’,55, pp. 468–484

    Article  Google Scholar 

  • Hillyard, S. A., andGalambos, R. (1970): ‘Eye-movement artifact in the CNV,’Electroencephalogr. Clin. Neurophysiol.,28, pp. 173–182

    Article  Google Scholar 

  • Ifeachor, E. C., Jervis, B. W., Morris, E. L., Allen, E. M., andHudson, N. R. (1986a): ‘New on-line method for removing ocular artefacts from EEG signals,’Med. Biol. Eng. Comput.,24, pp. 356–364

    Article  Google Scholar 

  • Ifeachor, E. C., Jervis, B. W., Morris, E. L., Allen, E. M., andHudson, N. R. (1986b): ‘A new microcomputer-based on-line ocular artefact removal (OAR) system,’Proc. IEE Part A.,133, pp. 291–300

    Google Scholar 

  • Ifeachor, E. C., Jervis, B. W., Allen, E. M., Morris, E. M., Wright, D. E., andHudson, N. R. (1988): ‘Investigation and comparison of some models for removing ocular artefacts from EEG signals. Part 2. Quantitative and pictorial comparison of models,’Med. Biol. Eng. Comput.,26, pp. 591–598

    Article  Google Scholar 

  • Jervis, B. W., Ifeachor, E. C., Allen, E. M., Morris, E. L., andHudson, N. R. (1985): ‘Removal of ocular artefacts from the human EEG.’7th Ann. Conf. Frontiers of Eng. & Comput. in Health Care, IEEE Engineering in Medicine & Biology Society, Chicago, 27th–30th September,1, pp. 101–107

  • Jervis, B. W., Ifeachor, E. C., andAllen, E. M. (1988): ‘The removal of ocular artefacts from the electroencephalogram—a review,’Med. Biol. Eng. Comput.,26, pp. 2–12

    Article  Google Scholar 

  • Jervis, B. W., Coelho, M., andMorgan, G. W. (1989): ‘The effect of EEG responses of removing ocular artefacts by proportional EOG subtraction,’Med. Biol. Eng. Comput.,27, pp. 484–490

    Article  Google Scholar 

  • Lopes da Silva, F. H. (1978): ‘Analysis of EEG non-stationarities,’ in:Cobb, W. A., andvan Duijn, H. (Eds.):Contemporary clinical neurophysiology (EEG suppl. 34)’ (Elsevier Scientific Publishing Company: Amsterdam) pp. 163–179

    Google Scholar 

  • Overton, D. A., andShagass, C. (1969): ‘Distribution of eye movements and eye blink potentials over the scalp,’Electroenceph. Clin. Neurophysiol.,27, p. 546

    Google Scholar 

  • Shackel, B. (1967): ‘Eye movement recording by electrooculography,’ in:Venables, P. H., andMartin, I. (Eds.): ‘A manual of psychophysiological methods (North Holland Publ., Amsterdam) pp. 301–334

    Google Scholar 

  • van den Berg-Lenssen, M. M. C., Brunia, C. H. M., andBlom, J. A. (1989): ‘Correction of ocular artifacts in EEGs using an autoregressive model to describe the EEG; a pilot study,’Electroencephalogr. Clin. Neurophysiol.,73, pp. 72–83

    Article  Google Scholar 

  • van den Berg-Lenssen, M. M. C., Blom, J. A., andBrunia, C. H. M.: ‘Correction of ocular artifacts accounting for time-dependency’ (in preparation)

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

van den Berg-Lenssen, M.M.C., van Gisbergen, J.A.M. & Jervis, B.W. Comparison of two methods for correcting ocular artefacts in EEGs. Med. Biol. Eng. Comput. 32, 501–511 (1994). https://doi.org/10.1007/BF02515308

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02515308

Keywords

Navigation