HISTORY: The use of the Kalman filter for human motion tracking in virtual reality

Presence: Teleoperators and Virtual Environments

Volumn 18, Issue 1, 2009, Pages 72-91

  Welch, Gregory F ^a  

^a CB 3175 Sitterson Hall   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 59349098166     PISSN: 10547460     EISSN: 15313263     Source Type: Journal    
DOI: 10.1162/pres.18.1.72     Document Type: Review

References (60)

1. Albrecht, R. E. (1.989). An adaptive digital filter to predict pilot head look direction for helmet-mounted displays. Master's thesis, University of Dayton, Dayton, OH.
2. Artoolkit. (2005). Available at http://www.hitl.washington.edu/artoolkit/ .
3. Azarbayejani, A., Horowitz, B., & Pendand, A. (1993). Recursive estimation of structure and motion using relative orientation constraints. 1993 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR '93, 294-299.
4. Azarbayejani, A., Starner, T., Horowitz, B., & Pendand, A. (1993). Visually controlled graphics. IEEE Transactions on Pattern Analysis Machine Intelligence, 15(6), 602-605.
5. Azuma, R. T. (1995). Predictive tracking for augmented reality. Ph.D. thesis, University of North Carolina at Chapel Hill.
6. Azuma, R. T., & Bishop, G. (1994). Improving static and dynamic registration in an optical see-through HMD. SIGGRAPH '94, Computer Graphics, Annual Conference on Computer Graphics & Interactive Techniques, 197-204.
7. Azuma, R. T., & Bishop, G. (1995). A frequency-domain analysis of head-motion prediction. SIGGRAPH '95, Computer Graphics, Annual Conference on Computer Graphics & Interactive Techniques, 401-408.
8. Bachmann, E. R. (2000). Inertial and magnetic tracking of limb segment orientation for inserting humans into synthetic environments. Ph.D. thesis, The Naval Postgraduate School.
9. Bhatnagar, D. K. (1993). Position trackers for head mounted display systems: A. survey. (Tech. Rep. TR93-010). University of North Carolina at Chapel Hill.
10. Bishop, G. (1984). The self-tracker: A smart optical sensor on silicon. Ph.D. thesis, University of North Carolina at Chapel Hill.
11. Bleser, G., & Strieker, D. (2008). Advanced tracking through efficient image processing and visual-inertial sensor fusion. Proceedings of IEEE Virtual Reality Conference, 2008, VR '08.
12. Bona, B. E., & Smay, R. J. (1965). Optimum reset of ship's inertial navigation system. IEEE Transactions on Aerospace and Electronic Systems, AES-2, 409-414.
13. Brooks, F. P., Jr. (1977). The computer scientist as toolsmith - Studies in interactive computer graphics. In B. Gilchrist (Ed.), Information Processing 77, Proceedings of IFIP Congress 77, 625-634.
14. Brooks, F. P., Jr. (1996). The computer scientist as toolsmith ii. Communications of the ACM, 39(3), 61-68.
15. Brooks, F. P., Jr. (1999). What's real about virtual reality? IEEE Computer Graphics Applications, 19(6), 16-27.
16. Brown, R. G., & Hwang, P. Y. C. (1996). Introduction to random signals and applied Kalman filtering: With MATLAB exercises and solutions (3rd ed.). New York: Wiley & Sons.
17. DeRuyck, A. R., & Kuipers, J. (1973). An electromagnetic position sensor. (Tech. rep.) Burlington, VT: Polhemus Navigation Sciences, Inc.
18. DiVerdi, S., & Höllerer, T. (2007). Groundcam: A tracking modality for mobile mixed reality. Proceedings of IEEE Virtual Reality Conference, 2007, VR '07, 75-82.
19. Emura, S., & Tachi, S. (1994). Sensor fusion based measurement of human head motion. 3rd IEEE International Workshop on Robot and Human Communication (RO-MAN 94), 124-129.
20. Foxlin, E. (1996). Intertial head-tracker sensor fusion by a complementary separate-bias Kalman filter. Proceedings of 1996 Virtual Reality Annual International Symposium, VRAIS '96,185-194.
21. Foxlin, E. (2002a). Generalized, architecture for simultaneous localization, auto-calibration, and map-building. Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, Vol. 1, 527-533.
22. Foxlin, E. (2002b). Motion tracking requirements and technologies, (Chap. 30, pp. 163-210). Mahwah, NJ: Lawrence Erlbaum.
23. Foxlin, E., Harrington, M., & Pfeifer, G. (1998). Constellation: A wide-range wireless motion-tracking system for augmented reality and virtual set applications. In M. F. Cohen (Ed.), SIGGRAPH '98, Computer Graphics, Annual Conference on Computer Graphics & Interactive Techniques, 371-378.
24. Foxlin, E., & Naimark, L. (2003). VIS-Tracker: A wearable vision-inertial self-tracker. VR '03, Proceedings of the IEEE Virtual Reality 2003, 199.
25. Friedmann, M., Starner, T., &. Pendand, A. (1992a). Device synchronization using an optimal linear filter. SI3D '92, Proceedings of the 1992 Symposium on Interactive 3D Graphics, 57-62.
26. Friedmann, M., Starner, T., & Pendand, A. (1992b). Synchronization in virtual realities. Presence: Teleoperators and Virtual Environments, 1(1), 139-144.
27. Gelb, A. (1974). Applied optimal estimation. Cambridge, MA: MIT Press.
28. Haas, M. W. (1983). Visually coupled systems as simulation devices. Proceedings of AIAA Flight Simulation Technologies Conference.
29. Haas, M. W. (1984). Visually coupled systems as simulation devices. Journal of Aircraft, 21(8), 639-640.
30. Holloway, R. L. (1995). Registration errors in augmented reality systems. Ph.D. thesis, University of North Carolina at Chapel Hill.
31. Kajman, R. E. (1960). A new approach to linear filtering and prediction problems. Transactions of the ASME - Journal of Basic Engineering, 82(Series D), 35-45.
32. Kocian, D. F. (1977). A visually-coupled airborne systems simulator (VCASS) - An approach to visual simulation. Proceedings of the 1977 Image Conference, 14-23.
33. Liang, J., Shaw, C., & Green, M. (1991). On temporal-spatial realism in the virtual reality environment. 1991 Symposium on User Interface Software and Technology.
34. List, U. H. (1983). Nonlinear prediction of head movements for helmet-mounted displays. Tech. Rep. AFHRL-TP-83-45, Williams Air Force Base, Air Force Human Resources Laboratory, Operations Training Division.
35. Luinge, H., & Veltink, P. (2005). Measuring orientation of human body segments using miniature gyroscopes and accelerometers. Medical & Biological Engineering & Computing, 43(2), 273-282.
36. Maybeck, P. S. (1979). Stochastic models, estimation, and control, Vol. 141 of Mathematics in Science and Engineering. New York: Academic Press.
37. Mazuryk, T., & Gervautz, M. (1995). Two-step prediction and image deflection for exact head, tracking in virtual environments. Computer Graphics Forum - Proceedings of EUROGRAPHICS 95, Vol. 14, 30-41.
38. Meyer, K., Applewhite, H., & Biocca, F. (1992). A survey of position trackers. Presence: Teleoperators and Virtual Environments, 1(2), 173-200.
39. Pausch, R. (1991). Virtual reality on five dollars a day. CHI '91: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 265-270.
40. Raab, F. H., Blood, E. B., Steiner, T. O., & Jones, H. R. (1979). Magnetic position and orientation tracking system. IEEE Transactions on Aerospace and Electronic Systems, AES-15(5), 709-718.
41. Rebo, R. K. (1988). A helmet-mounted virtual environment display system. Master's thesis, Air Force Institute of Technology.
42. Rebo, R. K., &. Amburn, P. (1989). Helmet-mounted virtual environment display system. In J. T. Carollo (Ed.), Proceedings of SPIE Vol. 1116 of Helmet-Mounted Displays, 80-84.
43. Shin, H. J., Lee, J., Shin, S. Y., & Gleicher, M. (2001). Computer puppetry: An importance-based approach. ACM Transactions on Graphics, 20(2), 67-94.
44. Smith, B. R., Jr. (1984). Digital head tracking and position prediction for helmet mounted visual display systems. Proceedings of 22nd AIAA Aerospace Sciences Meeting.
45. So, R. H. Y., & Griffin, M. J. (1992). Compensating lags in head-coupled displays using head position prediction and image deflection. Journal of Aircraft, 29(6), 1064-1068.
46. Sutherland, I. E. (1965). The ultimate display. Proceedings of IFIP Congress, Vol. 2, 506-508.
47. Sutherland, I. E. (1968). A head-mounted three dimensional display. Proceedings of the 1968 Fall Joint Computer Conference, AFIPS, Vol. 33, Part 1, 757-764.
48. Tak, S., Song, O.-Y., & Ko, H.-S. (2002). Spacetime sweeping: An interactive dynamic constraints solver. IEEE Computer Society: CA'02, Proceedings of Computer Animation, 261-270.
49. Vallidis, N. (2002). WHISPER: A spread spectrum approach to occlusion in acoustic tracking. Ph.D thesis, University of North Carolina at Chapel Hill.
50. Vlasic, D., Adelsberger, R., Vannucci, G., Barnwell, J., Gross, M., Matusik, W., et al. (2007). Practical motion capture in everyday surroundings. ACM Transactions on Graphics, 26(3), 35.
51. Wang, J.-F., Azuma, R. T., Bishop, G., Chi, V., Eyles, J., & Fuchs, H. (1990). Tracking a head-mounted display in a room-sized environment with head-mounted cameras. SPIE 1990 Technical Symposium on Optical Engineering and Photonics in Aerospace Sensing, Vol. 1290 of Helmet-Mounted Displays II, pp. 47-57.
52. Ward, M., Azuma, R. T., Bennett, R., Gottschalk, S., & Fuchs, H. (1992). A demonstrated optical tracker with scalable work area for head-mounted display systems. Symposium on Interactive 3D Graphics, 43-52.
53. Welch, G. (1995). Hybrid self-tracker: An inertial/optical hybrid three-dimensional tracking system. (Tech. rep. TR95-048). University of North Carolina at Chapel Hill, Department of Computer Science.
54. Welch, G., & Bishop, G. (1995). An introduction to the Kalman filter. (Tech. rep. TR95-041). University of North Carolina at Chapel Hill, Department of Computer Science.
55. Welch, G., & Bishop, G. (1997). SCAAT: Incremental tracking with incomplete information. In T. Whitted (Ed.), SIGGRAPH '97, Computer Graphics, Annual Conference on Computer Graphics & Interactive Techniques, 333-344.
56. Welch, G., & Bishop, G. (2008). The Kalman filter web site. Available at http://www.cs.unc.edu/~welch/kalm.an/.
57. Welch, G., Bishop, G., Vicci, L., Brumback, S., Keller, K., & Colucci, D. (2001). High-performance wide-area optical tracking: The HiBall tracking system. Presence: Teleoperators and Virtual Environments, 10(1), 1-21.
58. Welch, G., & Foxlin, E. (2002). Motion tracking: No silver bullet, but a respectable arsenal. IEEE Computer Graphics Applications, 22(6), 24-38.
59. Wikipedia. (2008). Edwin Albert Link. Available at http://en.wikipedia. org/wi.ki/Edwin-Albert-Link.
60. Woltring, H. J. (1974). New possibilities for human motion studies by real-time light spot position measurement. Biotelemetry, 1(3), 132-146.