Real-time robust face tracking for driver monitoring

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Volumn , Issue , 2006, Pages 1346-1351

  Nuevo, Jesús ^a   Bergasa, Luis M ^a   Sotelo, Miguel A ^a   Ocana M ^a  

^a UNIVERSITY OF ALCALÁ   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AUTOMOBILE DRIVERS; GLASS; REAL TIME SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

ALERTNESS MONITORING SYSTEM; DAYLIGHT;

FACE RECOGNITION;

EID: 41849130691     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/itsc.2006.1707410     Document Type: Conference Paper

References (27)

1. D. Royal, "Volume I - Findings; National Survey on Distracted and Driving Attitudes and Behaviours, 2002," The Gallup Organization, Tech. Rep., Mar. 2003.
2. A. Kircher, M. Uddman, and J. Sandin, "Vehicle control and drowsiness," Swedish National Road and Transport Research Institute, Tech. Rep. VT1-922A, 2002.
3. DaimerChryslerAG. (2001, June) The electronic drawbar. [Online]. Available: http://www.daimlerchrysler.com
4. Seeing Machines. (2004, Aug.) Facelab transport. [Online]. Available: http://www.seeingmachines.com/transport.htm
5. A. C. (IST 2000-28062), "Awake-system for effective assessment of driver vigilance and warning according to traffic risk estimation," sep 2001-2004.
6. L. M. Bergasa, J. Nuevo, M. A. Sotelo, R. Barea, and E. López, "Real-time system for monitoring driver vigilance," IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 1, pp. 1524-1538, March 2006.
7. T. F. Cootes, G. J. Edwards, and C. J. Taylor, "Active appearance models," IEEE Trans. Pattern Anal. Machine. Intell., vol. 23, pp. 681-685, Jan. 2001.
8. I. Matthews and S. Baker, "Active appearance models revisited," International Journal of Computer Vision, vol. 60, no. 2, pp. 135-164, November 2004.
9. S. Sclaroff and J. Isidoro, "Active blobs," in Proceedings of the Sixth IEEE International Conference on Computer Vision, 1998, pp. 1146-1153.
10. V. Blanz and T. Vetter, "A morphable model for the synthesis of 3d faces," in SIGGRAPH, 1999, pp. 187-194.
11. A. Lanitis, C. J. Taylor, and T. F. Cootes, "Automatic interpretation and coding of face images using flexible models," IEEE Trans. Pattern Anal. Machine Intell., vol. 19, pp. 742-752, 1997.
12. S. Baker, I. Matthews, J. Xiao, R. Gross, T. Kanade, and T. Ishikawa, "Real-time non-rigid driver head tracking for driver mental state estimation," in 11th World Congress on Intelligent Transportation Systems, October 2004.
13. D. Dinges, "F. perclos: A valid psychophysiological measure of alertness as assesed by psychomotor vigilance," Federal Highway Administration. Office of motor carriers. Tech. Rep. MCRT-98-006, 1998.
14. D. Royal, "Volume I - Findings; National Survey on Distracted and Driving Attitudes and Behaviours, 2002," The Gallup Organization, Tech. Rep. DOT HS 809 566, Mar. 2003.
15. Q. Ji and X. Yang, "Real-time eye, gaze and face pose tracking for monitoring driver vigilance," Real-Time Imaging, vol. 8, pp. 357-377, Oct 2002.
16. T. Cootes, C. Twining, V.Petrovic, R.Schestowitz, and C. Taylor, "Groupwise construction of appearance models using piece-wise affine deformations," in Proc. British Machine Vision Conference, 2005, pp. 879-888.
17. S. Baker, I. Matthews, and J. Schneider, "Automatic construction of active appearance models as an image coding problem," IEEE Trans. Pattern Anal. Machine Intell., vol. 26, no. 10, pp. 1380-1384, October 2004.
18. S. Baker and I. Matthews, "Lucas-kanade 20 years on: A unifying framework," International Journal of Computer Vision, vol. 56, no. 3, pp. 221-255, March 2004.
19. R. Gross, I. Matthews, and S. Baker, "Constructing and fitting active appearance models with occlusion," in Proceedings of the IEEE Workshop on Face Processing in Video, June 2004.
20. _, "Generic vs. person specific active appearance models," Image and Vision Computing, vol. 23, no. 11, pp. 1080-1093, November 2005.
21. S. Baker, R. Gross, I. Matthews, and T. Ishikawa, "Lucaskanade 20 years on: A unifying framework: Part 2," Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, Tech. Rep. CMU-RI-TR-03-01, February 2003.
22. S. Baker, R. Gross, and I. Matthews, "Lucas-kanade 20 years on: A unifying framework: Part 3," Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, Tech. Rep. CMURI-TR-03-35, November 2003.
23. H. S. Sawhney and S. Ayer, "Compact representations of videos through dominant and multiple motion estimation," IEEE Trans. Pattern Anal. Machine Intell., vol. 18, no. 8, pp. 814-830, 1996.
24. P. J. Huber, Robust Statistics, ser. Wiley Series in Probability and Mathematical Statistics. Wiley-Interscience, 1981.
25. V. Barnett, Outliers in Statistical Data, ser. Wiley series in probability and mathematical statistics. John Wiley & Sons, 1978.
26. Z. Zhang, "Parameter estimation techniques: A tutorial with application to conic fitting," Image and Vision Computing Journal, 1997.
27. B.-.J. Theobald, I. Matthews, and S. Baker, "Evaluating error functions for robust active appearance models," in Proceedings of the International Conference on Automatic Face and Gesture Recognition, April 2006, pp. 149 - 154.