A novel method for EOG features extraction from the forehead

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 3075-3078

  Cai, Hao Yu ^a   Ma, Jia Xin ^a   Shi, Li Chen ^b   Lu, Bao Liang ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION COEFFICIENT; ELECTRO-OCULOGRAM; EOG SIGNAL; FEATURES EXTRACTION; HUMAN VIGILANCE; REAL-WORLD APPLICATION; VIGILANCE ESTIMATION;

ELECTRODES; INDEPENDENT COMPONENT ANALYSIS; SUPPORT VECTOR MACHINES;

EYE MOVEMENTS;

ARTICLE; ELECTROOCULOGRAPHY; FOREHEAD; HUMAN; METHODOLOGY; PHYSIOLOGY;

ELECTROOCULOGRAPHY; FOREHEAD; HUMANS;

EID: 84862595279     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6090840     Document Type: Conference Paper

References (14)

1. R. Molloy and R. Parasuraman, "Monitoring an automated system for a single failure: vigilance and task complexity effects", Human Factors, vol.38, pp.311-322, 1996.
2. J. Dorrian, G. D. Roach, A. Fletcher, and D. Dawson, "Simulated train driving: Fatigue, self-awareness and cognitive disengagement", Applied Ergonomics, vol.38, pp.155-166, 2007.
3. G. Kaefer, G. Prochart, and R. Weiss, "Wearable Alertness Monitoring for Industrial Applications", Proceedings of the 7th IEEE International Symposium on Wearable Computers, pp.254-255, 2003.
4. Y. Yang, J. Sheng, and W. Zhou, "Driver's Alertness Level Identify Method Based on Computer Vision", International Conference on Transportation Engineering, vol.246, pp.2386-2391, 2007.
5. L. D. Gennaro, M. Ferrara, F. Ferlazzo, and M. Bertini, "Slow eye movements and EEG power spectra during wake-sleep transition", Clinical Neurophysiology, vol.111, pp.2107-2115, 2000.
6. S. Y. Hu and G. T. Zheng, "Driver drowsiness detection with eyelid related parameters by Support Vector Machine", Expert Systems with Applications, vol.36, pp.7651-7658, 2009.
7. J. X. Ma, L. C. Shi, and B. L. Lu, "Vigilance Estimation by Using Electrooculographic Features", Proceedings of the 32nd International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, Sep., 2010. pp.6591-6594.
8. R. Barea, L. Boquete, and M. Mazo, "System for assisted mobility using eye movements based on electrooculography", Neural Systems and Rehabilitation Engineering, pp.209-218, 2002.
9. A. Delorme and S. Makeig, "EEGlab: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis", Journal of Neuro science Methods, vol.134, pp.9-21, 2004.
10. A. Cichocki, S. Amari, K. Siwek, T. Tanaka, A. Phan, et al., "ICALAB toolboxes", http://www.bsp.brain.riken.jp/ICALAB
11. D. E. B. Jammes and H. Sharabty, "Automatic eog analysis: a first step toward automatic drowsiness scoring during wake sleep transitions", Somnologie, vol.12, pp.227-232, 2008.
12. T. Ning and J. D. Bronzino, "Autoregressive and bispectral analysis echniques: EEG applications", IEEE Engineering in Medicine and Biology Magazine, vol.9, pp.47-50, 1990.
13. C. C. Chang and C. J. Lin, "LIBSVM: a library for support vector machines", 2001, http://www.csie.ntu.edu.tw/cjlin/libsvm
14. G. Bartels, L. C. Shi, B. L. Lu, "Automatic Artifact Removal from EEG - a Mixed Approach Based on Double Blind Source Separation and Support Vector Machine", Proceedings of the 32nd International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, Sep., 2010. pp.5383-5386.