A novel eye movement detection algorithm for EOG driven human computer interface
作者： Zhao Lv , Xiao-pei Wu , Mi Li , Dexiang Zhang
DOI: 10.1016/J.PATREC.2009.12.017
关键词:
摘要: Bio-based human computer interface (HCI) has attracted more and attention of researchers all over the world in recent years. The paper is concerned with eye movement detection algorithm EOG-based interface. linear predictive coding cepstrum (LPCC) coefficients EOG pulses are extracted as feature vectors, which used for pattern matching. Dynamic time warping (DTW) adopted to solve discrepancy duration among different trials. Furthermore, spectral entropy detect endpoints pulses, can improve robustness increase recognition rate noisy background. Experimental simulation results based on real-life signals show that proposed stable performance be online controlling communication HCI system.
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Albert M. Potts, Jiro Inoue, The electrically evoked response (EER) of the visual system : II. Effect of adaptation and retinitis pigmentosa Investigative Ophthalmology & Visual Science. ,vol. 8, pp. 605- 612 ,(1969)
Jia-Lin Shen, Lin-Shan Lee, Jeih-Weih Hung, Robust entropy-based endpoint detection for speech recognition in noisy environments. conference of the international speech communication association. ,(1998)
David Sankoff, Joseph B. Kruskal, Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison ,(1983)
Lawrence Rabiner, Biing-Hwang Juang, Fundamentals of speech recognition ,(1993)
R. Barea, L. Boquete, M. Mazo, E. Lopez, System for assisted mobility using eye movements based on electrooculography international conference of the ieee engineering in medicine and biology society. ,vol. 10, pp. 209- 218 ,(2002) , 10.1109/TNSRE.2002.806829
J. FRANKE, A Levinson-Durbin recursion for autoregressive-moving average processes Biometrika. ,vol. 72, pp. 573- 581 ,(1985) , 10.1093/BIOMET/72.3.573
J. J. Skipper, G. R. Barnes, Eye movements induced by linear acceleration are modified by visualisation of imaginary targets Acta Oto-laryngologica. ,vol. 108, pp. 289- 293 ,(1989) , 10.3109/00016488909139063
Yu-Luen Chen, Application of tilt sensors in human-computer mouse interface for people with disabilities international conference of the ieee engineering in medicine and biology society. ,vol. 9, pp. 289- 294 ,(2001) , 10.1109/7333.948457
Bing-Fei Wu, Kun-Ching Wang, Robust endpoint detection algorithm based on the adaptive band-partitioning spectral entropy in adverse environments IEEE Transactions on Speech and Audio Processing. ,vol. 13, pp. 762- 775 ,(2005) , 10.1109/TSA.2005.851909
M. Betke, J. Gips, P. Fleming, The Camera Mouse: visual tracking of body features to provide computer access for people with severe disabilities international conference of the ieee engineering in medicine and biology society. ,vol. 10, pp. 1- 10 ,(2002) , 10.1109/TNSRE.2002.1021581