Simultaneous analysis of driver's physiological and behavioural parameters under the aspect of transport safety

• Autorzy: Mitas A. W. , Bugdol M. , Ryguła A.
• Języki publikacji: EN

Abstrakty

EN

The article presents an analysis's attempt of the emotional and physiological state of the driver while driving a vehicle. This approach takes into account the correlation of biomedical parameters with the fuzzy classification of facial expression. Based on the results of the experiment, carried out in the real road conditions, driver's emotional states were determined and identified and then combined with the easily measurable indicators of cardiovascular system.

Słowa kluczowe

EN

analysis of emotional states; facial expression; heart rate estimation; driving safety

PL

analiza stanów emocjonalnych; wyraz twarzy; ocena tętna; bezpieczeństwo jazdy

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2009
• Tom: Vol. 13
• Strony: 241--247
• Opis fizyczny: Bibliogr. 13 poz., rys., tab.

Twórcy

autor

Mitas A. W.

• Transport Informatics Systems Department, Silesian Technical University, Poland

autor

Bugdol M.

autor

Ryguła A.

Bibliografia

• [1] BENOIT A., BONNAUD L., CAPLIER A., NGO P., LAWSON L., TREVISAN D.G., LEVACIC V., MANCAS C., CHANEL G., Multimodal Focus Attention Detection in an. Augmented Driver Simulator, Journal on Multimodal User Interfaces, Vol. 1, No. 1, 2007, pp. 49-58.
• [2] FALOUA W. et al., Evaluation of driver discomfort during long-duration car driving, Applied Ergonomics, Volume 34 (2003), pp. 249–255.
• [3] HEALEY J., SEGER J., PICARD R., Quantifying Driver Stress: Developing a System for Collecting and Processing Bio-Metric Signals in Natural Situations, Proceedings of the Rocky Mountian Bio-Engineering Symposium, April 16-18 1999.
• [4] HEALEY J.A., PICARD R.W., Detecting Stress During Real-World Driving Tasks Using Physiological Sensors, Intelligent Transportation Systems, IEEE Transactions on, Vol. 6, No. 2. (2005), pp. 156-166.
• [5] HOCK R., "Forty studies that changed psychology : explorations into the history of psychological research" Gdańskie Wydaw. Psychologiczne, 2002. ISBN 83-89120-61-5.
• [6] HORNE J. A., REYNER L. A., Sleep related vehicle accidents, BMJ 1995, pp. 565 -567.
• [7] LAL, SAROJ K.L et al., Development of an algorithm for an EEG-based driver fatigue countermeasure Journal of Safety Research volume 34 (2003), pp. 321– 328.
• [8] LAL, SAROJ K.L.1; CRAIG, ASHLEYL, Driver fatigue: Electroencephalography and psychological assessment, Psychophysiology, Vol. 39, No. 3, May 2002, pp. 313-321(9).
• [9] MALLICK S.P., TRIVEDI M. Parametric face modeling and affect synthesis, International Conference on Multimedia and Expo vol. 1, 2003, pp.225-228.
• [10] MAYCOCK G., Sleepiness and driving: the experience of UK car drivers, Journal of Sleep Research, Vol. 5, No. 4, December 1996, pp. 229-231(3).
• [11] MITAS A., BUGDOL M., RYGUŁA A., Computer aid assessment of driver’s fatigue during driving based on eye movement analysis. Journal of Medical Informatics & Technologies, vol. 12/2008; p. 195-200. ISSN-1642-6037.
• [12] MITAS A., BUGDOL M., RYGUŁA A., The psychophysiological conditionings of driver’s work under the aspect of traffic safety. Transport Problems, Vol. 4/2009, issue 1, p. 87-94.
• [13] SMILEY, A. and BROOKHUIS, K. A. 1987, Alcohol, drugs and traffic safety, in J. A. Rothengatter and R. A. de Bruin (eds), Road Users and Trafic Safety, pp. 83 - 105.