Comparison of few wavelets to filter ocular artifacts in EEG using lifting wavelet transform

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn 2007, Issue , 2005, Pages

  Salwani, M D ^a   Jasmy, Y ^b  

^a MALAYSIA JAPAN INTERNATIONAL INSTITUTE OF TECHNOLOGY   (Malaysia)

^b UTM   (Malaysia)

Author keywords

EEG; Lifting wavelet transform; Ocular artifacts; Threshold

Indexed keywords

ELECTROENCEPHALOGRAPHY; VISION; WAVELET TRANSFORMS;

LIFTING WAVELET TRANSFORMS; OCULAR ARTIFACTS; RIGHT TIME LOCALIZATION;

PATIENT MONITORING;

EID: 34249332718     PISSN: 21593442     EISSN: 21593450     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2005.301044     Document Type: Conference Paper

References (14)

1. rd ed. London: Buttcrworth & Co, pp. 47-50, 1972.
2. D. Hagemann and E. Naumann, "The effects of ocular artifacts on (lateralized) broadband power in the EEG," Clinical Neurophysiols., vol. 112, pp. 215-231, 2001.
3. C. Evinger, M.D. Show, C.K. Peck, K.A. Manning and R. Baker, "Blinking and associated eye movements in humans, guinea pigs and rabbits," Journal of Neurophysiology, vol. 52, no.2, 1984.
4. R.J. Croft and R.J. Barry, "Removal of ocular artifact from the EEG: a review," Clinical Neurophysiols., vol. 30, pp. 5 -19, 2000.
5. R. Klaus, V.E. Das, W. Wohlgemuth, A.Z. Zivotofsky and R.J. Leigh, "Properties of horizontal saccades accompanied by blinks," Journal of Neurophysiol, vol. 79, pp. 2895 - 2902, 1998.
6. L.J. Bour, M. Aramideh and B.W. Ongcrboer De Visser, " Neurophysiological aspects eye and eyelid movements during blinking in humans," Journal of Neurophysiology, vol. 83, no. 1, pp. 166-176, 2000.
7. G.L. Wallstrom, R.E. Kass, A. Miller, J.F. Cohn and N.A. Fox, "Automatic correction of ocular artifacts in the EEG: a comparison of regression-based and component-based methods," Intl. Journal of Phychophysiology, vol. 53, pp. 105-119, 2004.
8. th Int. Conf. of IEEE EMBS, Huston, Texas, pp. 98-105, October 2002.
9. I. Daubechies and W. Sweldens, "Factoring wavelets into lifting steps," Journal Fourier and Applications. Vol. 4, no. 3, pp. 247-269, 1998.
10. W. Sweldens and P. Schroder, "Building your own Wavelets at Home," Wavelets in Computer Graphics, ACM Siggraph Course Notes, pp. 15-87. 1996.
11. W. Sweldens, "The Lifting Scheme: A Construction of Second Generation Wavelets," SIAM Journal in Math. Analysis, vol. 29, no. 2, pp. 511-546.,1998.
12. A. Jensen and la Cour-Harbo, "A. Ripples in Mathematics: Discrete Wavelet Transform," Germany: Springer-Verlag, 2001.
13. D.L. Donoho, "De-noising via Soft Thresholding," IEEE Trans. Information Theory, vol. 41, pp. 613-627, 1995.
14. D.L. Donoho and I.M. Johnstone, "Adapting to Unknown Smoothness via Wavelet Shrinkage," J. Amer. Stat. Assoc., vol. 90, no. 432, pp. 1200-1224, 1995.