Detection of drowsiness with eyes open using EEG-based power spectrum analysis

Proceedings - 2012 7th International Forum on Strategic Technology, IFOST 2012

Volumn , Issue , 2012, Pages

  Kim, Dajeong ^a   Han, Hyungseob ^a   Cho, Sangjin ^a   Chong, Uipil ^a  

^a University of Ulsan   (South Korea)

Author keywords

drowsiness; EEG; eyes open; powerspectrum

Indexed keywords

DROWSINESS; DROWSINESS DETECTION; DROWSY DRIVING; ELECTRONIC DEVICE; EPWORTH SLEEPINESS SCALE; EYES OPEN; IMAGE PROCESSING TECHNIQUE;

ELECTROENCEPHALOGRAPHY; EXPERIMENTS; IMAGE PROCESSING; SPECTRUM ANALYSIS;

POWER SPECTRUM;

EID: 84871823365     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IFOST.2012.6357815     Document Type: Conference Paper

References (17)

1. KOREA EXPRESSWAY CORPORATION, http://www.ex.co.kr/portal/cus/public- relations/press-release/1194829-3960.jsp?clickParentNum=2&clickNum= 33&pageRow=10&startRow=1&pageURL=/portal/cus/public-relations/ press-release/bodo-list
2. H.B. Shin, J.H. Han, D.U. Jeong, K.S. Park, "Automatic Detection of Stage 1 Sleep," J. Biomed. Eng. Journal of Biomedical Engineering Research, Vol. 25, No. 1, pp.11-19, 2004
3. Ho-Seop Yeo, Mee-Seub Lim, Joonhong Lim, "Driver Drowsiness Monitoring System based on Eye Movement Detection and Closure State Identification," The Korean Institute of Electrical Engineers Summer Conference 2010, pp.1858-1859, 2010
4. Youngki Lee, Seokwon Yeom, "Drowsy driver warning with eye recognition," The Institute of Electronics Engineers of Korea Conference 2010, pp.329-330, 2010
5. Gil-Jong Han, Wang Shi, Kyeung-Seek Lew, Yong-Deak Kim, "Implementation of automatic system preventing from the accidents of drowsy driving using Image process and two sensors," The Institute of Electronics Engineers of Korea Conference, pp.1160-1161, 2009
6. Esra Vural, Marian Bartlett, Gwen Littlewort, Mujdat Cetin, Aytul Ercil, Javier Movellan, "Discrimination of Moderate and Acute Drowsiness Based on Spontaneous Facial Expressions," pp.3874-3877, Istanbul, Turkey, International Conference on Pattern Recognition, 2010
7. Hwan Hu"Development of a Drowsy Driving Detection System," Master Thesis, Graduate School of Automotive Engineering, Kookmin University, Seoul, Korea 2011
8. Rami N. Khushaba, Sarath Kodagoda, Sara Lal, Gamini Dissanayake, "Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm," IEEE TRANSACTIONS BIOMEDICAL ENGINEERING, pp.121-131, VOL. 58, NO. 1, JANUARY 2011
9. Ki-Ho Choi "Drowsiness Detection using Eye-blink Patterns", Journal of Intelligent Transportation Systems, Vol. 10, No. 2, pp. 94-102, 2011. 4
10. K. S. Lee, D. S. Kim, J. W. Choi, Electroencephalogram, Korea Medical Book Publisher, 2001
11. Eun Mi Lee, Department of Neurology, Ulsan University Hospital, Ulsan, Korea
12. S. H. Han, Saito Shoji. Clinical electroencephalogram, Ilchokak, 1987, pp. 55-76
13. N.G. Kim, K.H. Chong, B.J. Kim, "A Study on the Development of Automatic Detection and Warning system while Drowsy Driving," Journal of Biomedical Engineering Research, Vol. 18, No. 3, pp.315-323, 1997
14. John H. Richardson, "The development of a driver alertness monitoring system," Fatigue and Driving, Taylor & Francis, 1995, pp. 219-229
15. Julie H. Skipper and Walter W. Wierwille, "An Investigation of Low-Level Stimulus-Induced Measures of Driver Drowsiness," Proceedings of the Conference on Vision in Vehicles, September, 1985, pp. 139-148
16. S. F. Liang, C. T. Lin, R. C. Wu, Y. C. Chen, T. Y. Huang, and T. P. Jung, "Monitoring Driver's Alertness Based on the Driving Performance Estimation and the EEG Power Spectrum Analysis," Engineering in Medicine and Biology 27th Annual Conference, pp.5738-5741, September, 2005
17. Frederic H. Martini, Judi L. Nath, Fundamentals of Anatomy & Physiology (8th Edition), Benjamin Cummings, 2008