Fatigue in human drivers: A study using ocular, psychometric, physiological signals

TechSym 2010 - Proceedings of the 2010 IEEE Students' Technology Symposium

Volumn , Issue , 2010, Pages 234-240

  Gupta, Supratim ^a   Kar, Sibsambhu ^a   Gupta, Shakuntala ^a   Routray, Aurobinda ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Audio visual response time; EEG; Facial image based measurement of fatigue; Fatigue

Indexed keywords

AUDIO-VISUAL; EEG; ELECTROENCEPHALOGRAPHIC SIGNALS; FACIAL IMAGES; HEAVY ENGINEERING; HUMAN DRIVERS; HUMAN FATIGUE; HUMAN OPERATOR; META-ANALYSIS; OBJECTIVE METHODS; PHYSIOLOGICAL SIGNALS; TRANSPORT INDUSTRY; VIGILANCE TEST; VISUAL RESPONSE;

HIGHWAY ACCIDENTS; SIGNAL ANALYSIS;

ELECTROENCEPHALOGRAPHY;

EID: 77953885867     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TECHSYM.2010.5469152     Document Type: Conference Paper

References (29)

1. Anon., "Working together to Understand Driver fatigue", Report on Symposium Proceedings.
2. Grandjean E., "Fatigue in Industry", British Journal of Industrial Medicine, vol. 36, issue 3, 1979, pp. 175-186.
3. Chakrabarty N., "Development of Action Based Computerized Driver Evaluation System", RRI, India, 1992.
4. Mittal N., Chakrabarty N., and Sarin S. M., "Safety Hazards Of Distracted Driving" Road Safety Digest, vol. 14, No.2, Dec. 2004.
5. th Annu. Int. Conf. EMBC, Shanghai, China, Sep. 2005, pp. 5284-5286.
6. Lal S. K., Craig A, "A critical review of the psychophysiology of driver's fatigue", Biological physiology, vol. 55, 2001, pp. 173-194. (Pubitemid 32181358)
7. Waldemar K., "International Encyclopedia of Ergonomics and Human factors", 2nd ed., CRC Press, 2006.
8. Matthews G., Davies D. R., Westerman S. J., Stammers R. B., "Human Performance Cognition, stress and individual differences", Psychology Press, 2000.
9. Hoddes E., HZarcone V.,H Smythe H., Phillips R., Dement W. C., "Quantification of Sleepiness: A New Approach", Psychophysiology, vol. 10, Issue 4, pp. 431-436, Jul. 1973.
10. Johns M. W., "A new method for measuring daytime sleepiness: the epworth sleepiness scale", Journal of Sleep, vol. 14, pp. 540-545, 1991.
11. Stern J. A., and Ranney T., "Ocular Based Measures of Driver Alertness ", in Ocular Measures of Driver Alertness : Technical Conference roceedings, Herndom, Virginia, April 26-27, 1999.
12. Mallis M., Maislin G., Konowal N., Bryne V., Bierman D., Davis R., Grace R., Dinges D. F., 'Biobehavioral Responses to Drowsy Driving Alarms and Alerting Stimuli', Report DOT HS809202, final report for the U. S. Department of Transportation, National Highway Traffic Safety Administration, Washington D. C., 2000.
13. Dinges D. F., Mallis M. M., Maislin G., Powell J. W., "Evaluation of Technique for Ocular Measurement as an Index of Fatigue and the Basis for Alertness Management", Final report for the U. S. Department of Transportation, National Highway Traffic Safty Administration, Report No. DOT HS 808762, 1998.
14. Hartley L., Horberry T., Mabbott N., and Krueger G. P., "Review of Fatigue Detection and Prediction Technologies", National Road Transport Commission, Virginia, USA, 2000.
15. Smith P., Shah M., and da Victoria Lobo N., "Determining Driver Visual Attention With One Camera", IEEE Trans. Intell. Transp. Syst., vol. 4, Issue. 4, December 2003, pp. 205-218.
16. Viola P. and Jones M., "Robust Real-Time Face Detection", Int. Journal of Computer Vision, vol. 57, issue 2, 2004, pp. 137-154.
17. Viola P. and Jones M., "Rapid Object Detection using a Boosted Cascade of Simple Features", Conference on Computer Vision and Pattern Recognition, 2001.
18. Papageorgiou C., Oren M., and Poggio T., "A general framework for object detection", Int. Conference on Computer Vision, 1998.
19. Freeman W. T. and Adelson E. H., "The design and use of steerable filters", IEEE Trans. Pattern Analysis and Machine Intell., vol. 13, No. 9, 1991, pp. 891-906.
20. Greenspan H., Belongie S., Goodman R., Perona P., Rakshit S., and Anderson C., "Over complete steerable pyramid filters and rotation invariance", IEEE Conference on Computer Vision and Pattern Recognition, 1994.
21. Menezes P., Barreto J.C., and Dias J., "Face tracking based on Haar-like features and eigenfaces", 5th IFAC Symposium on Intell. Autonom. Veh., Lisbon, Portugal, July 5-7, 2004.
22. Vijaya Kumar B. V. K., Mahalanobis A., and Juday R., "Correlation Pattern Recognition", 1st ed., Cambridge, U. K., Cambridge Univ. Press, 2005.
23. Daubechies I., "The Wavelet Transform, Time-Frequency Localization and Signal Analysis", IEEE Trans. Information Theory, vol. 36, No. 5, Sept. 1990. (Pubitemid 20738359)
24. Mallat S., "A Wavelet Tour of Signal Processing", 2nd. ed, Academic Press, San Diego, 1999.
25. Rosso O. A., Blanco S., Yordanova J., Kolev V., Figliola A., Schürmann M., and Basar E., "Wavelet Entropy: a new tool for analysis of short time brain electrical signals," J. Neurosci. Meth., vol.105, 2001, pp. 65-75. (Pubitemid 32106919)
26. Eoh H. J., Chung M. K., Kim S. H., "Electroencephalographic study of drowsiness in simulated driving with sleep deprivation", Int. J. of Ind. Ergonomics, vol. 35, 2005, pp. 307-320.
27. Blanco S., Figliola A., Qiuroga R. Q., Rosso O. A., Serrano E., "Time- Frequency analysis of electroencephalogram series. III. Wavelet packets and information cost function", Physical Review E, vol. 57, No. 1, Jan. 1998.
28. Shannon C. E., "A Mathematical Theory of Communication", The Bell Systems Technical Journal, vol. 27, Jul. & Oct., 1948. pp. 379-423, 623-666,
29. Tong S., Bezerianos A., Paul J., Zhu Y., and Thakor N., "Nonextensive entropy measure of EEG following brain injury from cardiac arrest," Physica A, vol. 305, 2002, pp. 619-628.