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Volumn 23, Issue 1, 2010, Pages 105-114

Automatic removal of eye-movement and blink artifacts from eeg signals

Author keywords

Electrooculography (EOG); Independent component analysis (ICA); Peak detection algorithm of independent component (PDAIC); Support vector machine (SVM)

Indexed keywords

ADOLESCENT; ADULT; ALGORITHM; ARTICLE; ARTIFACT REDUCTION; CHILD; ELECTROENCEPHALOGRAM; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAM; ELECTROOCULOGRAPHY; EXTRACTION; EYE MOVEMENT; EYELID REFLEX; FEMALE; HUMAN; HUMAN EXPERIMENT; INDEPENDENT COMPONENT ANALYSIS; MALE; NORMAL HUMAN; PRIORITY JOURNAL; SPECTROMETRY; SUPPORT VECTOR MACHINE;

EID: 76649107347     PISSN: 08960267     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10548-009-0131-4     Document Type: Article
Times cited : (81)

References (30)
  • 2
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • 10.1162/neco.1995.7.6.1129 1:STN:280:DyaK28%2Fkt1eqtg%3D%3D 7584893
    • AJ Bell TJ Sejnowski 1995 An information-maximization approach to blind separation and blind deconvolution Neural Comput 7 1129 1159 10.1162/neco.1995.7.6.1129 1:STN:280:DyaK28%2Fkt1eqtg%3D%3D 7584893
    • (1995) Neural Comput , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 5
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • DOI 10.1023/A:1009715923555
    • C Burges 1998 A tutorial on support vector machines for pattern recognition Data Min Knowl Disc 2 121 157 10.1023/A:1009715923555 (Pubitemid 128126769)
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-168
    • Burges, C.J.C.1
  • 6
    • 0038311600 scopus 로고    scopus 로고
    • Experimental evaluation of eye-blink parameters as a drowsiness measure
    • 10.1007/s00421-003-0807-5 12736840
    • PP Caffier U Erdmann P Ullsperger 2003 Experimental evaluation of eye-blink parameters as a drowsiness measure Eur J Appl Physiol 89 319 325 10.1007/s00421-003-0807-5 12736840
    • (2003) Eur J Appl Physiol , vol.89 , pp. 319-325
    • Caffier, P.P.1    Erdmann, U.2    Ullsperger, P.3
  • 7
    • 0034643075 scopus 로고    scopus 로고
    • Fault diagnosis in chemical processes using fisher discriminant analysis, discriminant partial least squares, and principal component analysis
    • L Chiang E Russell R Braatz 2000 Fault diagnosis in chemical processes using fisher discriminant analysis, discriminant partial least squares, and principal component analysis Chemometr Intell Lab Syst 50 2243 2252
    • (2000) Chemometr Intell Lab Syst , vol.50 , pp. 2243-2252
    • Chiang, L.1    Russell, E.2    Braatz, R.3
  • 8
    • 0028416938 scopus 로고
    • Independent component analysis, a new concept?
    • 10.1016/0165-1684(94)90029-9
    • P Comon 1994 Independent component analysis, a new concept? Signal process 36 287 314 10.1016/0165-1684(94)90029-9
    • (1994) Signal Process , vol.36 , pp. 287-314
    • Comon, P.1
  • 9
    • 53549102752 scopus 로고    scopus 로고
    • Integration of amplitude and phase statistics for complete artifact removal in independent components of neuromagnetic recordings
    • 10.1109/TBME.2008.926677
    • J Dammers M Schiek F Boers C Silex M Zvyagintsev U Pietrzyk K Mathias 2008 Integration of amplitude and phase statistics for complete artifact removal in independent components of neuromagnetic recordings IEEE Trans Biomed Eng 55 2253 2261 10.1109/TBME.2008.926677
    • (2008) IEEE Trans Biomed Eng , vol.55 , pp. 2253-2261
    • Dammers, J.1    Schiek, M.2    Boers, F.3    Silex, C.4    Zvyagintsev, M.5    Pietrzyk, U.6    Mathias, K.7
  • 10
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • DOI 10.1016/j.jneumeth.2003.10.009
    • A Delorme S Makeig 2004 EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis J Neurosci Method 134 9 21 10.1016/j.jneumeth.2003.10.009 (Pubitemid 38224183)
    • (2004) Journal of Neuroscience Methods , vol.134 , Issue.1 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 11
    • 77749243297 scopus 로고    scopus 로고
    • Removal of muscle artifact from electroencephalograms signals based on canonical correlation analysis
    • Gao JF, Zheng ChX, Wang P (2010) Removal of muscle artifact from electroencephalograms signals based on canonical correlation analysis. Clin EEG Neurosci (January, in press)
    • (2010) Clin EEG Neurosci (January, in Press)
    • Gao, J.F.1    Zheng, Ch.X.2    Wang, P.3
  • 13
    • 0035150501 scopus 로고    scopus 로고
    • The effects of ocular artifacts on (lateralized) broadband power in the EEG
    • DOI 10.1016/S1388-2457(00)00541-1, PII S1388245700005411
    • D Hagemann E Naumann 2001 The effects of ocular artifacts on (lateralized) broadband power in the EEG Clin Neurophysiol 112 215 231 10.1016/S1388-2457(00)00541-1 1:STN:280:DC%2BD3M7lvVKluw%3D%3D 11165523 (Pubitemid 32126453)
    • (2001) Clinical Neurophysiology , vol.112 , Issue.2 , pp. 215-231
    • Hagemann, D.1    Naumann, E.2
  • 14
    • 47649095113 scopus 로고    scopus 로고
    • Online artifact removal for brain-computer interfaces using support vectormachines and blind source separation
    • Halder S, Bensch M, Mellinger J et al (2007) Online artifact removal for brain-computer interfaces using support vectormachines and blind source separation. Comput Intell Neurosci 1155-1165
    • (2007) Comput Intell Neurosci , pp. 1155-1165
    • Halder, S.1    Bensch, M.2    Mellinger, J.3    Al, E.4
  • 16
    • 1942472547 scopus 로고    scopus 로고
    • Automatic removal of eye movement and blink artifacts from EEG data using blind component separation
    • DOI 10.1111/j.1469-8986.2003.00141.x
    • CA Joyce IF Gorodnitsky M Kutas 2004 Automatic removal of eye movement and blink artifacts from EEG data using blind component separation Psychophysiology 41 313 325 10.1111/j.1469-8986.2003.00141.x 15032997 (Pubitemid 38524104)
    • (2004) Psychophysiology , vol.41 , Issue.2 , pp. 313-325
    • Joyce, C.A.1    Gorodnitsky, I.F.2    Kutas, M.3
  • 17
    • 0034108247 scopus 로고    scopus 로고
    • Removing electroencephalographic artifacts by blind source separation
    • DOI 10.1017/S0048577200980259
    • T-P Jung S Makeig C Humphries T-W Lee MJ McKeown V Iragui TJ Sejnowski 2000 Removing electroencephalographic artifacts by blind source separation Psychophysiology 37 163 178 10.1017/S0048577200980259 1:STN:280: DC%2BD3c7ps1eitA%3D%3D 10731767 (Pubitemid 30140282)
    • (2000) Psychophysiology , vol.37 , Issue.2 , pp. 163-178
    • Jung, T.-P.1    Makeig, S.2    Humphries, C.3    Lee, T.-W.4    Mckeown, M.J.5    Iragui, V.6    Sejnowski, T.J.7
  • 18
    • 0034307938 scopus 로고    scopus 로고
    • Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects
    • 10.1016/S1388-2457(00)00386-2 1:STN:280:DC%2BD3M%2Fksl2ksg%3D%3D 11018488
    • T-P Jung S Makeig M Westerfield J Townsend E Courchesne TJ Sejnowski 2000 Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects Clin Neurophysiol 111 1745 1758 10.1016/S1388-2457(00)00386-2 1:STN:280:DC%2BD3M%2Fksl2ksg%3D%3D 11018488
    • (2000) Clin Neurophysiol , vol.111 , pp. 1745-1758
    • Jung, T.-P.1    Makeig, S.2    Westerfield, M.3    Townsend, J.4    Courchesne, E.5    Sejnowski, T.J.6
  • 19
    • 33644886576 scopus 로고    scopus 로고
    • A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and Bayesian classification
    • 10.1016/j.clinph.2005.12.013 1:STN:280:DC%2BD287ls1egsQ%3D%3D 16458594
    • P LeVan E Urrestarazu J Gotman 2006 A system for automatic artifact removal in ictal scalp EEG based on independent component analysis and Bayesian classification Clin Neurophysiol 117 912 927 10.1016/j.clinph.2005.12.013 1:STN:280:DC%2BD287ls1egsQ%3D%3D 16458594
    • (2006) Clin Neurophysiol , vol.117 , pp. 912-927
    • Levan, P.1    Urrestarazu, E.2    Gotman, J.3
  • 20
    • 33645004119 scopus 로고    scopus 로고
    • Automatic removal of the eye blink artifact from EEG using an ICA-based templated matching approach
    • 10.1088/0967-3334/27/4/008 16537983
    • YD Li ZW Ma WK Lu YD Li 2006 Automatic removal of the eye blink artifact from EEG using an ICA-based templated matching approach Physiol Meas 27 425 436 10.1088/0967-3334/27/4/008 16537983
    • (2006) Physiol Meas , vol.27 , pp. 425-436
    • Li, Y.D.1    Ma, Z.W.2    Lu, W.K.3    Li, Y.D.4
  • 21
    • 0027371167 scopus 로고
    • Ocular artifacts in recording EEGs and Event-Related potentials II: Source dipoles and source components
    • DOI 10.1007/BF01234128
    • OG Lins TW Picton P Berg M Scherg 1993 Ocular artifacts in recording EEGs and event-related potentials: II source dipoles and source components Brain Topogr 6 1 65 78 10.1007/BF01234128 1:STN:280:DyaK2c%2FotlagsA%3D%3D 8260328 (Pubitemid 23302134)
    • (1993) Brain Topography , vol.6 , Issue.1 , pp. 65-78
    • Lins, O.G.1    Picton, T.W.2    Berg, P.3    Scherg, M.4
  • 23
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • 10.1016/S0001-2998(78)80014-2 1:STN:280:DyaE1M3kvVyltQ%3D%3D 112681
    • CE Metz 1978 Basic principles of ROC analysis Semin Nucl Med 8 283 298 10.1016/S0001-2998(78)80014-2 1:STN:280:DyaE1M3kvVyltQ%3D%3D 112681
    • (1978) Semin Nucl Med , vol.8 , pp. 283-298
    • Metz, C.E.1
  • 25
    • 0014595759 scopus 로고
    • Distribution of eye movement and eye blink potentials over the scalp
    • 1:STN:280:DyaE3c%2FjtFOjsQ%3D%3D 4187052
    • D Overton C Shagass 1969 Distribution of eye movement and eye blink potentials over the scalp Electroencephalogr Clin Neurophysiol 27 546 1:STN:280:DyaE3c%2FjtFOjsQ%3D%3D 4187052
    • (1969) Electroencephalogr Clin Neurophysiol , vol.27 , pp. 546
    • Overton, D.1    Shagass, C.2
  • 26
    • 33845666244 scopus 로고    scopus 로고
    • A fully automated correction method of EOG artifacts in EEG recordings
    • DOI 10.1016/j.clinph.2006.09.003, PII S1388245706014313
    • A Schlogl C Keinrath D Zimmermann, et al. 2007 A fully automated correction method of EOG artifacts in EEG recordings Clin Neurophysiol 118 98 104 10.1016/j.clinph.2006.09.003 1:STN:280:DC%2BD28jltFCqsg%3D%3D 17088100 (Pubitemid 44960931)
    • (2007) Clinical Neurophysiology , vol.118 , Issue.1 , pp. 98-104
    • Schlogl, A.1    Keinrath, C.2    Zimmermann, D.3    Scherer, R.4    Leeb, R.5    Pfurtscheller, G.6
  • 27
    • 63849201451 scopus 로고    scopus 로고
    • Automatic EEG artifact removal: A weighted support vector machine approach with error correction
    • 10.1109/TBME.2008.2005969 19272915
    • SY Shao KQ Shen CJ Ong EPV Wilder-Smith XP Li 2009 Automatic EEG artifact removal: a weighted support vector machine approach with error correction IEEE Trans Biomed Eng 56 336 344 10.1109/TBME.2008.2005969 19272915
    • (2009) IEEE Trans Biomed Eng , vol.56 , pp. 336-344
    • Shao, S.Y.1    Shen, K.Q.2    Ong, C.J.3    Wilder-Smith, E.P.V.4    Li, X.P.5
  • 28
    • 26844487467 scopus 로고    scopus 로고
    • Artifact removal from electroencephalograms using a hybrid BSS-SVM algorithm
    • DOI 10.1109/LSP.2005.855539
    • L Shoker S Sanei J Chambers 2005 Artifact removal from electroencephalograms using a hybrid BSS-SVM algorithm IEEE Signal Process Lett 12 721 724 10.1109/LSP.2005.855539 (Pubitemid 41448584)
    • (2005) IEEE Signal Processing Letters , vol.12 , Issue.10 , pp. 721-724
    • Shoker, L.1    Sanei, S.2    Chambers, J.3
  • 29
    • 0032208548 scopus 로고    scopus 로고
    • Identification of inter-ictal spikes in the EEG using neural network analysis
    • 10.1049/ip-smt:19982328
    • L Tarassenko YU Khan MRG Holt 1998 Identification of inter-ictal spikes in the EEG using neural network analysis IEE Proc Sci Meas Technol 145 270 278 10.1049/ip-smt:19982328
    • (1998) IEE Proc Sci Meas Technol , vol.145 , pp. 270-278
    • Tarassenko, L.1    Khan, Y.U.2    Holt, M.R.G.3
  • 30
    • 0034122834 scopus 로고    scopus 로고
    • Independent component approach to the analysis of EEG and MEG recordings
    • DOI 10.1109/10.841330
    • R Vigario J Särelä V Jousmäki M Hämäläinen E Oja 2000 Independent component approach to the analysis of EEG and MEG recordings IEEE Trans Biomed Eng 47 589 593 10.1109/10.841330 1:STN:280:DC%2BD3czhtVemsw%3D%3D 10851802 (Pubitemid 30316977)
    • (2000) IEEE Transactions on Biomedical Engineering , vol.47 , Issue.5 , pp. 589-593
    • Vigario, R.1    Sarela, J.2    Jousmaki, V.3    Hamalainen, M.4    Oja, E.5


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