On the design and evaluation of robust head pose for visual user interfaces: Algorithms, databases, and comparisons

AutomotiveUI 2012 - 4th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, In-cooperation with ACM SIGCHI - Proceedings

Volumn , Issue , 2012, Pages 149-154

  Martin, Sujitha ^a   Tawari, Ashish ^a   Murphy Chutorian, Erik ^a,b   Cheng, Shinko Y ^a,c   Trivedi, Mohan ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b GOOGLE INC   (United States)

^c Hughes Aircraft Co   (United States)

Author keywords

Database; Facial features; Head pose

Indexed keywords

BODY POSTURES; COMPARATIVE STUDIES; DATA ANNOTATION; DRIVING ENVIRONMENT; EYE-GAZE; FACIAL FEATURE; GAZE ESTIMATION; GROUND TRUTH; HEAD POSE; HEAD POSE ESTIMATION; MOTION CAPTURE SYSTEM; VISUAL USER INTERFACES;

ALGORITHMS; AUTOMOBILE DRIVERS; DATABASE SYSTEMS; ESTIMATION; EYE MOVEMENTS; IMAGE RECOGNITION; MOTION ESTIMATION;

USER INTERFACES;

EID: 84870493827     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2390256.2390281     Document Type: Conference Paper

References (29)

1. S. Ba and J.-M. Odobez. Evaluation of multiple cue head pose estimation algorithms in natural environements. In Multimedia and Expo, 2005. ICME 2005. IEEE International Conference on, pages 1330-1333, july 2005.
2. J. Busby. 3d head scan, August 2012.
3. J. Chen and Q. Ji. 3d gaze estimation with a single camera without ir illumination. In Pattern Recognition, 2008. ICPR 2008. 19th International Conference on, pages 1-4, dec. 2008.
4. S. Cheng and M. Trivedi. Turn-intent analysis using body pose for intelligent driver assistance. Pervasive Computing, IEEE, 5(4):28-37, oct.-dec. 2006.
5. L. H. Christiansen, N. Y. Frederiksen, A. Ranch, and M. B. Skov. Investigating the effects of an advance warning in-vehicle system on behavior and attention in controlled driving. In Proceedings of the 3rd Internation Conference on Automotive User Interface and Interactive Vehicular Applications, pages 121-128, 2011.
6. J. Curin, M. Labsky, T. Macek, and J. Kleindienst. Dictating and editing short texts while driving: Distraction and task completion. In Proceedings of the 3rd Internation Conference on Automotive User Interface and Interactive Vehicular Applications, AutomotiveUI '11, pages 13-20, 2011.
7. D. F. Dementhon and L. S. Davis. Model-based object pose in 25 lines of code. International Journal of Computer Vision, 15:123-141, 1995.
8. A. Doshi and M. Trivedi. On the roles of eye gaze and head dynamics in predicting driver's intent to change lanes. Intelligent Transportation Systems, IEEE Transactions on, 10(3):453-462, sept. 2009.
9. L. Fletcher, L. Petersson, N. Barnes, D. Austin, and A. Zelinsky. A sign reading driver assistance system using eye gaze. In Robotics and Automation, 2005. ICRA 2005. Proceedings of the 2005 IEEE International Conference on, pages 4655 - 4660, april 2005.
10. L. Fletcher, L. Petersson, and A. Zelinsky. Road scene monotony detection in a fatigue management driver assistance system. In Intelligent Vehicles Symposium, 2005. Proceedings. IEEE, pages 484 - 489, june 2005.
11. A. Gee and R. Cipolla. Determining the gaze of faces in images. Image and Vision Computing, 12(10):639 - 647, 1994.
12. D. Hansen and Q. Ji. In the eye of the beholder: A survey of models for eyes and gaze. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 32(3):478-500, march 2010.
13. T. Horprasert, Y. Yacoob, and L. Davis. Computing 3-d head orientation from a monocular image sequence. In Automatic Face and Gesture Recognition, 1996., Proceedings of the Second International Conference on, pages 242-247, oct 1996.
14. T. Ishikawa, S. Baker, I. Matthews, and T. Kanade. Passive driver gaze tracking with active appearance models. In Proceedings of the 11th World Congress on Intelligent Transportation Systems, October 2004.
15. J. Jain and A. Jain. Displacement measurement and its application in interframe image coding. Communications, IEEE Transactions on, 29(12):1799 - 1808, dec 1981.
16. M. La Cascia and S. Sclaroff. Fast, reliable head tracking under varying illumination. In Computer Vision and Pattern Recognition, 1999. IEEE Computer Society Conference on., volume 1, pages 2 vol. (xxiii+637+663), 1999.
17. S. Martin, C. Tran, A. Tawari, J. Kwan, and M. M. Trivedi. Optical flow based head movement and gesture analyzer (ohmega). In Pattern Recognition (ICPR), 21st International Conference on, Nov. 2012.
18. S. Martin, C. Tran, and M. M. Trivedi. Optical flow based head movement and gesture analysis in automotive environment. In IEEE International Conference on Intelligent Transportation Systems-ITSC, Sept. 2012.
19. J. McCall, D. Wipf, M. Trivedi, and B. Rao. Lane change intent analysis using robust operators and sparse bayesian learning. Intelligent Transportation Systems, IEEE Transactions on, 8(3):431-440, sept. 2007.
20. E. Murphy-Chutorian and M. Trivedi. Hyhope: Hybrid head orientation and position estimation for vision-based driver head tracking. In Intelligent Vehicles Symposium, 2008 IEEE, pages 512-517, june 2008.
21. E. Murphy-Chutorian and M. Trivedi. Head pose estimation in computer vision: A survey. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 31(4):607-626, april 2009.
22. E. Murphy-Chutorian and M. Trivedi. Head pose estimation and augmented reality tracking: An integrated system and evaluation for monitoring driver awareness. Intelligent Transportation Systems, IEEE Transactions on, 11(2):300-311, june 2010.
23. J. Saragih, S. Lucey, and J. Cohn. Face alignment through subspace constrained mean-shifts. In Computer Vision, 2009 IEEE 12th International Conference on, pages 1034-1041, 29 2009-oct. 2 2009.
24. T. Sim, S. Baker, and M. Bsat. The cmu pose, illumination, and expression (pie) database. In Automatic Face and Gesture Recognition, 2002. Proceedings. Fifth IEEE International Conference on, pages 46-51, may 2002.
25. G. Slabaugh. Computing euler angles from a rotation matrix.
26. R. Valenti, N. Sebe, and T. Gevers. Combining head pose and eye location information for gaze estimation. Image Processing, IEEE Transactions on, 21(2):802-815, feb. 2012.
27. J.-G. Wang and E. Sung. Em enhancement of 3d head pose estimated by point at infinity. Image and Vision Computing, 25(12):1864 - 1874, 2007. The age of human computer interaction.
28. J. Wu and M. M. Trivedi. A two-stage head pose estimation framework and evaluation. Pattern Recognition, 41(3):1138 - 1158, 2008. Part Special issue: Feature Generation and Machine Learning for Robust Multimodal Biometrics.
29. H. Zhang, M. Smith, and R. Dufour. A final report of safety vehicles using adaptive interface technology: Visual distraction.