Driver drowsiness detection using multi-modal sensor fusion

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5434, Issue , 2004, Pages 380-390

  Andreeya, Elena ^a   Aarabi, Parham ^a   Philiastides, Marios G ^b   Mohajer, Keyvan ^c   Emami, Majid ^c  

^a UNIVERSITY OF TORONTO   (Canada)

^b Columbia University ^*  (United States)

^c Stanford University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCELEROMETERS; ACCIDENTS; ALGORITHMS; DEMODULATION; NEURAL NETWORKS; SENSITIVITY ANALYSIS; SPRINGS (COMPONENTS); VEHICLES; VIBRATION CONTROL;

DAMPENERS; DRIVER DROWSINESS; MULTI-MODAL SENSOR FUSION; TRANSFER FUNCTION;

SENSOR DATA FUSION;

EID: 3843074189     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.541296     Document Type: Conference Paper

References (28)

1. J. W. Runge, "Traffic safety facts 2000 annual report," NHTSA, Washington, DC, Dec. 2001. Available at: http://www-fars.nhtsa.dot.gov/pubs/1. pdf.
2. A. Vincent, "Best practices compendium of fatigue countermeasures in transport operations," Transport Canada, March 2000. Available at: http://www.tc.gc.ca/tdc/summary/13600/13620e.htm.
3. "Drowsy Driving & Fatigue," NY DMV Governor's Traffic Safety Committee. Available at: http://www.nysgtsc.state.ny.us/drow-ndx.htm. 2002.
4. I. Kusmierczyk, "Sleepy drivers are a highway nightmare". Available at: http://temagami.carleton.ca/jmc/criews/23032001/feature.htm. Dec. 2003.
5. "Drowsy Driving," CBS Report. Available at: http://www.cbsnews.com/stories/2002/11/26/earlyshow/living/travel/main530964. shtml.Nov. 2002.
6. M. A. Carskadon, W. C. Dement. Normal human sleep: an overview. In M. H. Kryger, T. Roth, W. C. Dement, Principles and Practice of Sleep Medicine. Philadelphia: Saunders, 1989, pp. 3-13.
7. W. H. Moorcroft, Sleep, Dreaming & Sleep Disorders: an Introduction. Lanham: University Press of America, 1993, pp. 21-104.
8. M. H. Kryger, T. Roth, W. C. Dement, Principles and Practice of Sleep Medicine. Philadelphia: Saunders, 1989.
9. University of Maryland Medicine, Medical Encyclopedia. Available at: http://umm.drkoop.com/conditions/ency/article/003208.htm. July 2001.
10. "Driving While Drowsy," George Mason University, Center for Advancement of Public Health. Available at: http://www.caph.gmu.edu/Newsletters/ 5thEdition.htm.
11. "Drowsy Driving and Automobile Crashes," NSCDR/NHTSA Expert Panel on Driver Fatigue and Drowsiness, Jan. 2001. Available at: http://www.nlubi.nih.gov/health/prof/sleep/drsy_drv.pdf.
12. A. Kircher, M. Uddmann, and J. Sandin, "Vehicle control and drowsiness," Swedish National Road and Transport Institute, Sweden, Tech. Rep. VTI Meddelande 922A, 2002, pp.14.
13. G. Renner, S. Mehring, "Lane departure and drowsiness - two major accident causes - one safety system," Transport Research Laboratory, TRL Report 220, 1997.
14. A. Kircher, M. Uddmann, and J. Sandin, "Vehicle control and drowsiness," Swedish National Road and Transport Institute, Sweden, Tech. Rep. VTI Meddelande 922A, 2002, pp.22.
15. J. Stern, "Eye activity measures of fatigue, and napping as a countermeasure," USDOT Tech. Rep. FHWA-MC-99-028, Jan. 1999, pp.26.
16. A. Kircher, M. Uddmann, and J. Sandin, "Vehicle control and drowsiness," Swedish National Road and Transport Institute, Sweden, Tech. Rep. VTI Meddelande 922A, 2002, pp.32-34.
17. J. Bitzer, K. U. Simmer, and K.D. Kammeyer, "Multimicrophone noise reduction techniques for hands-free speech recognition - a comparative study," in Proc. ROBUST'99, May 1999, pp. 171-174.
18. D. Nguyen, Pr. Aarabi, A. Sheikholeslami, "Real-time sound localization using Field-Programmable Gate Arrays," in Proc. ICASSP 2003, April 2003.
19. P. Aarabi, "The application of spatial likelihood functions to multi-camera object localization," in Proc. AerosSense 2001, April 2001, pp. 255-265.
20. J. Rosen, M. Arcan, "Modeling the human body/seat system in a vibration environment," Journal of Biomechanical Engineering, vol. 125, pp. 223-231, Apr. 2003.
21. M. Tylee, M. R. Popovic, S. Yu, C. Craven, "Human Responses to Vibration Therapy," Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario.
22. B. Widrow, S. Stearns, Adaptive Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1985.
23. th ed. Englewood Cliffs, NJ: Prentice-Hall, 2001.
24. S. Haykin, Neural Networks: A Comprehensive Foundation. Englewood Cliffs, NJ: Prentice-Hall, 1998.
25. nd ed. New York, NY: J. Wiley, 2001.
26. G. Shri, P. Aarabi, "Robust digit recognition using phase-dependent time-frequency masking," in Proc. ICASSP 2003, April 2003.
27. C. Marro, Y. Mahieux, and K. U. Simmer, "Analysis of noise reduction and dereverberation techniques based on microphone arrays with postfiltering," IEEE Trans. Speech and Audio Processing, 6:240-259, May 1998.
28. P. Aarabi, S. Zaky, "Robust sound localization using multi-source audiovisual information fusion," Intemational Journal on Information Fusion, vol. 3, No. 2, pp. 209-223, Sept. 2001.