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Volumn 6, Issue 2, 2012, Pages 99-106

Automatic removal of ocular artefacts using adaptive filtering and independent component analysis for electroencephalogram data

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC REMOVAL; BRAIN WAVE; ELECTRO-OCULOGRAM; ELECTROENCEPHALOGRAM DATA; EXPERIMENTAL DATA; EYE BLINK; FRONTAL AREAS; INTERFERENCE CANCELLATION; RECURSIVE LEAST SQUARE (RLS); REFERENCE SIGNALS; RLS ALGORITHMS;

EID: 84860864849     PISSN: 17519675     EISSN: 17519683     Source Type: Journal    
DOI: 10.1049/iet-spr.2010.0135     Document Type: Article
Times cited : (56)

References (19)
  • 1
    • 0041996412 scopus 로고    scopus 로고
    • Current practice of clinical electroencephalography
    • Lippincott Williams & Wilkins, United States of America)
    • Ebersole, J.S., and Pedley, T.A.: 'Current practice of clinical electroencephalography', (Lippincott Williams & Wilkins, United States of America 2003)
    • (2003)
    • Ebersole, J.S.1    Pedley, T.A.2
  • 2
    • 33745694135 scopus 로고    scopus 로고
    • Independent component analysis: a tutorial introduction
    • The MIT Press, Cambridge, Massachusetts)
    • Stone, J.V.: 'Independent component analysis: a tutorial introduction', (The MIT Press, Cambridge, Massachusetts 2004)
    • (2004)
    • Stone, J.V.1
  • 3
    • 0141960372 scopus 로고    scopus 로고
    • Independent component analysis as a tool to eliminate artifacts in EEG: a quantitative study
    • 10.1097/00004691-200307000-00004
    • Iriarte, J., Urrestarazu, E., and Valencia, M.: et al. 'Independent component analysis as a tool to eliminate artifacts in EEG: a quantitative study', J. Clin. Neurophysiol., 2003, 20, p. 249-25710.1097/00004691-200307000-00004
    • (2003) J. Clin. Neurophysiol. , vol.20 , pp. 249-257
    • Iriarte, J.1    Urrestarazu, E.2    Valencia, M.3
  • 4
    • 39649116676 scopus 로고    scopus 로고
    • A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: a simulation case
    • 10.1016/j.compbiomed.2007.12.001
    • Romero, S., Mañanas, M.A., and Barbanoj, M.J.: 'A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: a simulation case', Comp. Biol. Med., 2008, 38, p. 348-36010.1016/j.compbiomed.2007.12.001
    • (2008) Comp. Biol. Med. , vol.38 , pp. 348-360
    • Romero, S.1    Mañanas, M.A.2    Barbanoj, M.J.3
  • 5
    • 34047173521 scopus 로고    scopus 로고
    • A fully automatic method for ocular artifact suppression from EEG data using wavelet transform and independent component analysis
    • USA, August
    • Ghandeharion, H., and Erfanian, A.: 'A fully automatic method for ocular artifact suppression from EEG data using wavelet transform and independent component analysis', Proc. 28th IEEE EMBS Annual Int. Conf., USA, August 2006, 1, p. 5265-5268
    • (2006) Proc. 28th IEEE EMBS Annual Int. Conf. , vol.1 , pp. 5265-5268
    • Ghandeharion, H.1    Erfanian, A.2
  • 6
    • 33644886576 scopus 로고    scopus 로고
    • A system for automatic removal in ictal scalp EEG based on independent component analysis and Bayesian classification
    • 10.1016/j.clinph.2005.12.013, 1388-2457
    • Le Van, P., Urrestarazu, E., and Gotman, J.: 'A system for automatic removal in ictal scalp EEG based on independent component analysis and Bayesian classification', Clin. Neurophysiol., 2006, 117, p. 912-92710.1016/j.clinph.2005.12.013 1388-2457
    • (2006) Clin. Neurophysiol. , vol.117 , pp. 912-927
    • Le Van, P.1    Urrestarazu, E.2    Gotman, J.3
  • 7
    • 33846629898 scopus 로고    scopus 로고
    • Improved rejection of artifacts from EEG data using high-order statistics and independent component analysis
    • 10.1016/j.neuroimage.2006.11.004
    • Delorme, A., Jung, T., Sejnowski, T., and Makeig, S.: 'Improved rejection of artifacts from EEG data using high-order statistics and independent component analysis', NeuroImage, 2007, 34, p. 1443-144910.1016/j.neuroimage.2006.11.004
    • (2007) NeuroImage , vol.34 , pp. 1443-1449
    • Delorme, A.1    Jung, T.2    Sejnowski, T.3    Makeig, S.4
  • 8
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • 10.1016/j.jneumeth.2003.10.009, 0165-0270
    • Delorme, A., and Makeig, S.: 'EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis', J. Neurosci. Methods, 2004, 134, p. 9-2110.1016/j.jneumeth.2003.10.009 0165-0270
    • (2004) J. Neurosci. Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 10
    • 2942720395 scopus 로고    scopus 로고
    • Removal of ocular artifacts from electro-encephalogram by adaptive filtering
    • 10.1007/BF02344717, 0140-0118
    • He, P., Wilson, G., and Russel, C.: 'Removal of ocular artifacts from electro-encephalogram by adaptive filtering', Med. Biol. Eng. Comput., 2004, 42, p. 407-41210.1007/BF02344717 0140-0118
    • (2004) Med. Biol. Eng. Comput. , vol.42 , pp. 407-412
    • He, P.1    Wilson, G.2    Russel, C.3
  • 11
    • 33645004119 scopus 로고    scopus 로고
    • Automatic removal of the eye blink artifact from EEG using an ICA-based template matching approach
    • 10.1088/0967-3334/27/4/008, 0967-3334
    • Li, Y., Ma, Z., Lu, W., and Li, Y.: 'Automatic removal of the eye blink artifact from EEG using an ICA-based template matching approach', Physiol. Meas., 2006, 27, p. 425-43610.1088/0967-3334/27/4/008 0967-3334
    • (2006) Physiol. Meas. , vol.27 , pp. 425-436
    • Li, Y.1    Ma, Z.2    Lu, W.3    Li, Y.4
  • 12
    • 1942472547 scopus 로고    scopus 로고
    • Automatic removal of eye movement and blink artifacts from EEG data using blind component separation
    • 10.1111/j.1469-8986.2003.00141.x
    • Joyce, C.A., Gorodnitsky, I.F., and Kutas, M.: 'Automatic removal of eye movement and blink artifacts from EEG data using blind component separation', Psychophysiology, 2004, 41, p. 1-1310.1111/j.1469-8986.2003.00141.x
    • (2004) Psychophysiology , vol.41 , pp. 1-13
    • Joyce, C.A.1    Gorodnitsky, I.F.2    Kutas, M.3
  • 14
    • 0032187518 scopus 로고    scopus 로고
    • Blind signal separation: statistical principles
    • available in, accessed November 2009
    • Cardoso, J.F.: 'Blind signal separation: statistical principles', Proc. IEEE, 1998, 86, p. 2009-2025 available in http://www.tsi.enst.fr/~cardoso/guidesepsou.html, accessed November 2009
    • (1998) Proc. IEEE , vol.86 , pp. 2009-2025
    • Cardoso, J.F.1
  • 15
    • 0012968123 scopus 로고    scopus 로고
    • Fisch and Spehlmann's EEG primer: basic principles of digital and analog EEG
    • 3rd(Elsevier, Amsterdam)
    • Fisch, B.J., and Spehlmann, R.: 'Fisch and Spehlmann's EEG primer: basic principles of digital and analog EEG', 3rd(Elsevier, Amsterdam 1999)
    • (1999)
    • Fisch, B.J.1    Spehlmann, R.2
  • 16
    • 0003807773 scopus 로고    scopus 로고
    • Adaptive filter theory
    • 3rd(Prentice Hall, New Jersey)
    • Haykin, S.: 'Adaptive filter theory', 3rd(Prentice Hall, New Jersey 1996)
    • (1996)
    • Haykin, S.1
  • 17
    • 33845880152 scopus 로고    scopus 로고
    • Canonical correlation analysis applied to remove muscle artifacts from the electroencephalogram
    • 10.1109/TBME.2006.879459, 0018-9294
    • De Clercq, W., Vergult, A., and Vanrumste, B.: et al. 'Canonical correlation analysis applied to remove muscle artifacts from the electroencephalogram', IEEE Trans. Biomed. Eng., 2006, 53, p. 2583-258710.1109/TBME.2006.879459 0018-9294
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , pp. 2583-2587
    • De Clercq, W.1    Vergult, A.2    Vanrumste, B.3
  • 18
    • 0004094721 scopus 로고    scopus 로고
    • Learning with kernels
    • The MIT Press, Cambridge)
    • Schölkopf, B., and Smola, A.: 'Learning with kernels', (The MIT Press, Cambridge 2002)
    • (2002)
    • Schölkopf, B.1    Smola, A.2
  • 19
    • 77954459959 scopus 로고    scopus 로고
    • Automatic removal of ocular artifacts from EEG data using adaptive filtering and Independent Component Analysis
    • Guerrero-Mosquera, C., and Vazquez, A.N.: 'Automatic removal of ocular artifacts from EEG data using adaptive filtering and Independent Component Analysis', Proc. 17th European Signal Processing Conf., (EUSIPCO), 2009, p. 2317-2321
    • (2009) Proc. 17th European Signal Processing Conf., (EUSIPCO) , pp. 2317-2321
    • Guerrero-Mosquera, C.1    Vazquez, A.N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.