Towards a vision-based system exploring 3D driver posture dynamics for driver assistance: Issues and possibilities

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2010, Pages 179-184

  Tran, Cuong ^a   Trivedi, Mohan M ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AFFECTIVE STATE; BODY POSTURES; CONTEXTUAL INFORMATION; DRIVER ASSISTANCE; DRIVER DISTRACTIONS; FACIAL FEATURE; MARKERLESS; SIMULATION ENVIRONMENT; VEHICLE DYNAMICS; VISION BASED; VISION-BASED SYSTEM;

AUTOMOBILE DRIVERS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; THREE DIMENSIONAL;

DYNAMICS;

EID: 77956509104     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2010.5547957     Document Type: Conference Paper

References (23)

1. "World Report on Road Traffic Injury Prevention: Summary," Technical Report, World Health Organization, 2004.
2. H.I.Ahn, A.Teeters, A. Wang, C. Breazeal, and R. W. Picard,, " Stoop to Conquer: Posture and affect interact to influence computer users' persistence," The 2nd International Conference on Affective Computing end Intelligent Interaction, 2007.
3. S. Baker, I. Matthews, J. Xiao, R. Gross, T. Ishikawa, and T. Kanade, "Real-time non-rigid driver head tracking for driver mental state estimation," Robot. Inst, Carnegie Mellon Univ., Tech Rep. 04-10, Feb. 2004.
4. R. Brodeur, H.M. Reynolds, K. Rayes, and Y. Cui, "The Initial Position and Postural Attitudes of Driver Occupants, Posture", ERLTR-95-009, Ergonomics Research Laboratory, 1996.
5. Shinko V. Cheng and Mohan M. Trivedi, "Vision-based Infotainment User Determination by Hand Recognition for Driver Assistance," IEEE Transactions on Intelligent Transportation Systems, 2010
6. S. Cheng and M. M. Trivedi, "Turn-Intent Analysis Using Body Pose for Intelligent Driver Assistance", IEEE Pervasive Computing, 5(4):28-37, Oct-Dec 2006.
7. A.Datta, V. Sheikh, and T. Kanade, "Linear Motion Estimation for Systems of Articulated Planes",IEEE Conference on Computer Vision and Pattern Recognition, 2008.
8. A. Doshi and M. M. Trivedi, "On the Roles of Eye Gaze and Head Pose in Predicting Driver's Intent to Change Lanes", IEEE Transactions on Intelligent Transportation Systems, September 2009.
9. A. Doshi, S. V. Cheng, and M. M. Trivedi, "A Novel, Active HeadsUp Display for Driver Assistance", IEEE Transactions on Systems, Man, and Cybernetics, Part B, Feb 2009.
10. V. Ferrari, M. Jimenez, A, Zisserman, "Progressive Search Space Reduction for Human Pose Estimation", IEEE Conference on Computer Vision and Pattern Recognition, 2008.
11. J. McCall, D. Wipf, M. M. Trivedi, B. Rao, "Lane Change Intent Analysis Using Robust Operators and Sparse Bayesian Learning", IEEE Transactions on Intelligent Transportation Systems, Sept 2007.
12. E. Murphy-Chutorian and M. M. Trivedi, "HyHOPE: Hybrid Head Orientation and Position Estimation for Vision-based Driver Head Tracking", IEEE Intelligent Vehicles Symposium, 2003.
13. A Petersen, R Barrett, "Postural Stability and Vehicle Kinematics During an Evasive Lane Change Manoeuvre: A Driver Training Study", Ergonomics, Vol. 52, Issue 5,May 2009.
14. L. Tijerina, W. R. Garrott, D. Stoltzfus, and E. Parmer, "Eye glance behavior of van and passenger car drivers during lane change decision phase," Trans. Res. Rec., vol. 1937 ,pp. 37-43, 2005.
15. M. E. Tipping, "Sparse Bayesian learning and the relevance vector machine," J. Mach. Learn Res., vol. 1, pp. 211-244, Sep. 2001.
16. C. Tran and M. M. Trivedi, "Introducing 'XMOB': Extremity Movement Observation Framework for Upper Body Pose Tracking in 3D," IEEE Intemationd Symposium on Multimedia, 2009.
17. 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.
18. M. M. Trivedi, S. Cheng, "Holistic Sensing and Active Displays for Intelligent Driver Support Systems", In IEEE Computer Magazine, May 2007.
19. M. M. Trivedi, S. Cheng E. Childers, S. Krotosky, "Occupant Posture Analysis with Stereo and Thermal Infrared Video: Algorithms and Experimental Evaluation," IEEE Transactions on Vehicular Technology, Special Issue on In-Vehicle Vision Systems, Volume: 53, Issue: 6,November 2004.
20. M. B. Stewart, J.R. Movellan, G.C. Littlewort, B. Braathen, M. G. Frank, and T.J. Sejnowski, "Towards automatic recognition of spontaneous facial actions", In P. Ekman (Ed.), What the Face Reveds, 2nd Edition, Oxford University Press, 2005.
21. E. Vural, M. Çetin, A. Erçil, G. Littlewort, M. S. Bartlett, J. R. Movellan: "Drowsy Driver Detection Through Facial Movement Analysis", IEEE Intenational Conference on Computer Vision Human Computer Interaction, 2007.
22. V. Zhu and K. Fujimara, "Head pose estimation for driver monitoring," IEEE Intell. Vehicles Symp., 2004.
23. Z. Zhu and Q. Ji, "Real Time and Non-intrusive Driver Fatigue Monitoring", IEEE International Conference on Intelligent Transportation Systems, 2004.