Pedal error prediction by driver foot gesture analysis: A vision-based inquiry

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2011, Pages 577-582

  Tran, Cuong ^a   Doshi, Anup ^a   Trivedi, Mohan M ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATION PEDAL; BEHAVIOR ANALYSIS; DRIVER AGE; DRIVER WORKLOAD; ERROR EVENTS; ERROR PREDICTION; GESTURE ANALYSIS; SEQUENTIAL EFFECTS; STOP-AND-GO; VEHICLE SENSORS; VISION BASED;

BRAKES; ERRORS; FORECASTING; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; PRESSES (MACHINE TOOLS);

BEHAVIORAL RESEARCH;

EID: 79960796878     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2011.5940548     Document Type: Conference Paper

References (22)

1. J. Pollard and E. D. Sussman, "An examination of sudden acceleration," Report DOT HS 807367, NHTSA, U.S. Department of Transportation, 1989.
2. J. Healey and S. Carty, "Driver error found in some toyota acceleration cases," USA Today, 2010.
3. M. Ramsey, "Toyota rethinks pedal design," The Wall Street Journal, 2010.
4. B. Freund, L. Colgrovea, D. Petrakosa, and R. McLeod, "In my car the brake is on the right: Pedal errors among older drivers," Accident Analysis and Prevention, 2008.
5. L. Livne and D. Shinar, "Effects of uncertainty, transmission type, driver age and gender on brake reaction and movement time," Journal of Safety Research, 2002.
6. A. Doshi, M. Wilder, A. Ahmed, M. Trivedi, and M. Mozer, "Sequential dependencies in semi-real-world motor tasks," 51st Annual Meeting of the Psychonomic Society, 2010.
7. E. Murphy-Chutorian and M. Trivedi, "Head pose estimation and augmented reality tracking: An integrated system and evaluation for monitoring driver awareness," IEEE Transactions on Intelligent Transportation Systems, 2010.
8. S. Cheng and M. Trivedi, "Vision-based infotainment user determination by hand recognition for driver assistance," IEEE Transactions on Intelligent Transportation Systems, 2010.
9. C. Tran and M. M. Trivedi, "Driver assistance for keeping hands on the wheel and eyes on the road," IEEE International Conference on Vehicular Electronics and Safety, 2009.
10. S. Park and T. Sheridan, "Enhanced human machine interface in braking," IEEE Transactions on Systems, Man, and Cybernetics - Part A, vol. 34, no. 5, 2004.
11. J. McCall and M. Trivedi, "Driver behavior and situation aware brake assistance for intelligent vehicles," Proceedings of the IEEE, vol. 95, no. 2, 2007.
12. M. Mulder, J. Pauwelussen, M. van Paassen, M. Mulder, and D. Abbink, "Active deceleration support in car following," IEEE Transactions on Systems, Man, and Cybernetics - Part A, vol. 40, no. 6, 2010.
13. D. Abbink, E. Boer, and M. Mulder, "Motivation for continuous haptic gas pedal feedback to support car following," IEEE Intelligent Vehicles Symposium, 2008.
14. A. Doshi, S. Cheng, and M. Trivedi, "A novel, active heads-up display for driver assistance," IEEE Transactions on Systems, Man, and Cybernetics - Part B, vol. 39, 2009.
15. D. DeCarlo and D. Metaxas, "Optical flow constraints on deformable models with applications to face tracking," International Journal of Computer Vision, vol. 38, pp. 99-127, 2000.
16. M. Holte, T. Moeslund, and P. Fihl, "View-invariant gesture recognition using 3d optical flow and harmonic motion context," Computer Vision and Image Understanding, vol. 114, pp. 1353-1361, 2010.
17. B. Lucas and T. Kanade, "An iterative image registration technique with an application to stereo vision," Proceedings of Imaging Understanding Workshop, 1981.
18. L. Rabiner, "A tutorial on hidden markov models and selected applications in speech recognition," Proceedings of the IEEE, vol. 77, no. 2, 1989.
19. A. Pentland and A. Liu, "Modeling and prediction of human behavior," Neural Computation, vol. 11, 1999.
20. H. Lee and J. Kim, "An hmm-based threshold model approach for gesture recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, no. 10, 1999.
21. C. Tran and M. Trivedi, "Towards a vision-based system exploring 3d driver posture dynamics for driver assistance: Issues and possibilities," IEEE Intelligent Vehicles Symposium, 2010.
22. M. Trivedi, T. Gandhi, and J. McCall, "Looking-in and looking-out of a vehicle: Computer-vision-based enhanced vehicle safety," IEEE Transactions on Intelligent Transportation Systems, pp. 108-120, 2007.