Grey Forecasting Model for Patching Blinking in Video-Oculography

Abstract:

Video-oculography (VOG) is a non-invasive method used for the eye tracking detecting. A most important work of VOG is to accurately estimate the pupil center. However, VOG cannot acquire eye movement when the eye blinks. A Grey forecasting model was proposed to predict the pupil center for the blinking frame of VOG video. The Grey forecasting model used GM(1,1) model to carry on the modeling. Then an experiment is provided. The experiment results show that the predicted data of the Grey forecasting meet the characteristics of the patients with nystagmus. The Grey forecasting model is a viable means of accurately predict the pupil center for blinking in VOG.

• Periodical: Applied Mechanics and Materials (Volumes 121-126)
• Pages: 3955-3959
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.121-126.3955
• Online since: October 2011
• Authors: Xue Jun Chen, Yong Ming Yang, Wei He, Jin Gang Wang, Yu Xing Mao
• Keywords: Grey Forecasting, Location, Nystagmus, Pupil, VOG

References

[1] Giulio Pasquariello, Mario Cesarelli, Paolo Bifulco, Antonio Fratini, Antonio La Gatta, Maria Romano: Biomedical Signal Processing and Control, Vol. 4(2009), pp.102-107.

DOI: 10.1016/j.bspc.2009.01.003

[2] J. Zanelli, J. MacCabe, T. Toulopoulou, M. Walshe, C. McDonald, R. Murray: Psychiat. Res. 168 (2009), pp.193-197.

DOI: 10.1016/j.psychres.2008.05.008

[3] L. Ling, A.F. Fuchs, J.O. Phillips, E. G. Freedman: J. Neurophysiol., Vol. 82 (1999), pp.2808-2811.

[4] A.H. Clarke, W. Teiwes, H. Scherer: Acta Astronaut, Vol. 23 (1991), pp.307-309.

[5] M. Grozinger, J. Roschke: Neuropsychobiology, Vol. 33 (1996), pp.155-159.

[6] K. Rayner, C.M. Rotello, A.J. Stewart, J. Keir, S.A. Duffy: J. Exp. Psychol. Appl., Vol. 7 (2001), pp.155-159.

[7] G.L. Lohse: J. Advertising, Vol. 26(1997), pp.61-73.

[8] E Marg: A. M. A. Arch. Ophthalmol., Vol. 45(1951) , pp.169-185.

[9] D.A. Robinson: IEEE Trans. Biomed. Eng. , BM10 (1963), p.137–145.

[10] S. Anders, N. Weiskopf, D. Lule, N. Birbaumer: Neuroimage, Vol. 22 (2004), pp.767-770.

DOI: 10.1016/j.neuroimage.2004.01.024

[11] E. Magosso, M. Ursino, A. Zaniboni, E. Gardella: Appl. Math. Comput., Vol. 207(2009), pp.42-62.

[12] H. D. Schworm, J. Ygge, T. Pansell, G. Lennerstrand: Invest. Ophth. Vis. Sci., Vol. 43(2002), pp.662-667.

[13] C.A. McGibbon, T. Palmer, D. Goldvasser, D. E. Krebs: J. Neurosci. Meth., Vol. 106(2001), pp.171-178.

[14] Zhang, G.P.: Neurocomputing, Vol. 50 (2003), P. 159-175.

[15] W.K. Wong, M. Xia, W.C. Chu: Eur. J. Oper. Res., Vol. 207(2010), pp.807-816.

[16] J.L. Deng: Syst. Control Lett., Vol. 1(1982), P. 288-294.

[17] J.L. Deng: Huazhong University of Science and Technology Press, Wuhan, 1986, pp.97-134.

[18] J.L. Deng: J. Grey Syst., Vol. 1 (1989), pp.1-24.