Motion reconstruction using sparse accelerometer data

ACM Transactions on Graphics

Volumn 30, Issue 3, 2011, Pages 1-12

  Tautges, Jochen ^a   Zinke, Arno ^b   Krüger, Björn ^a   Baumann, Jan ^a   Weber, Andreas ^a   Helten, Thomas ^c   Müller, Meinard ^c   Seidel, Hans Peter ^c   Eberhardt, Bernd ^d  

^a UNIVERSITY OF BONN   (Germany)

^b GfaR mbH   (Germany)

^c SAARLAND UNIVERSITY   (Germany)

^d HdM   (Germany)

Author keywords

Acceleration data; Motion capture; Motion reconstruction; Motion retrieval; Online control

Indexed keywords

ACCELEROMETERS; ANIMATION; GRAPH STRUCTURES; KNOWLEDGE BASED SYSTEMS; LARGE DATASET; MOTION CAPTURE;

ACCELERATION DATA; DATA-DRIVEN APPROACH; MOTION CAPTURE DATA; MOTION RECONSTRUCTION; MOTION RETRIEVAL; NEIGHBORHOOD GRAPHS; ON-LINE CONTROLS; RETRIEVAL PROCEDURES;

DATA VISUALIZATION;

EID: 80051909501     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/1966394.1966397     Document Type: Article

References (32)

1. ANDONI, A. AND INDYK, P. 2008. Near-Optimal hashing algorithms for approximate nearest neighbor in high dimensions. Commun. ACM 51, 1, 117-122.
2. ARIKAN, O., FORSYTH, D. A., AND O'BRIEN, J. F. 2003. Motion synthesis from annotations. ACM Trans. Graph. 22, 3, 402-408.
3. BADLER, N. I., HOLLICK, M. J., AND GRANIERI, J. P. 1993. Real-Time control of a virtual human using minimal sensors. Presence: Teleoper. Virtual Environ. 1, 82-86.
4. CHAI, J. AND HODGINS, J. K. 2005. Performance animation from lowdimensional control signals. ACM Trans. Graph. 24, 3, 686-696.
5. COOPER, S., HERTZMANN, A., AND POPOVIĆ, Z. 2007. Active learning for real-time motion controllers. ACM Trans. Graph. 26, 3, 5.
6. DONTCHEVA, M., YNGVE, G., AND POPOVIĆ, Z. 2003. Layered acting for character animation. ACM Trans. Graph. 22, 409-416.
7. FENG, W.-W., KIM, B.-U., AND YU, Y. 2008. Real-Time data driven deformation using kernel canonical correlation analysis. ACM Trans. Graph. 27, 91:1-91:9.
8. KELLY, P., CONAIRE, C. O., HODGINS, J., AND O'CONNER, N. E. 2010. Human motion reconstruction using wearable accelerometers (poster). In Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA).
9. KEOGH, E., PALPANAS, T., ZORDAN, V. B., GUNOPULOS, D., AND CARDLE, M. 2004. Indexing large human-motion databases. In Proceedings of the 30th International Conference on Very Large Data Bases (VLDB'04). VLDB Endowment, 780-791.
10. KOVAR, L. AND GLEICHER, M. 2003. Flexible automatic motion blending with registration curves. In Proceedings of the Eurographics/SIGGRAPH Symposium on Computer Animation. D. Breen and M. Lin Eds., Eurographics Association, 214-224.
11. KRÜGER, B., TAUTGES, J., WEBER, A., AND ZINKE, A. 2010. Fast local and global similarity searches in large motion capture databases. In Proceedings of the Eurographics/ACM SIGGRAPH Symposium on Computer Animation. 1-10.
12. LEE, Y., WAMPLER, K., BERNSTEIN, G., POPOVIĆ, J., AND POPOVIĆ, Z. 2010. Motion fields for interactive character locomotion. ACM Trans. Graph. 29, 138:1-138:8.
13. MAIOCCHI, R. 1996. 3-D Character Animation Using Motion Capture. Prentice-Hall, Upper Saddle River, NJ.
14. MOESLUND, T. B., HILTON, A., AND KRÜGER, V. 2006. A survey of advances in vision-based human motion capture and analysis. Comput. Vis. Image Underst. 104, 2, 90-126. (Pubitemid 44573873)
15. MÜLLER, M., RÖDER, T., AND CLAUSEN, M. 2005. Efficient content-based retrieval of motion capture data. ACM Trans. Graph. 24, 677-685.
16. MÜLLER, M., RÖDER, T., CLAUSEN, M., EBERHARDT, B., KRÜGER, B., AND WEBER, A. 2007. Documentation: Mocap database HDM05. Computer graphics Tech. rep. CG-2007-2, Universität Bonn. June. http://www.mpiinf.mpg.de/ resources/HDM05.
17. NIKE. 2010. Nike homepage. http://www.nike.com. (3/10.)
18. NINTENDO. 2010. Nintendo homepage. http://www.nintendo.com. (3/10.)
19. OORE, S., TERZOPOULOS, D., AND HINTON, G. 2002. A desktop input device and interface for interactive 3d character animation. In Proceedings of Graphics Interface Conference (GI'02). 133-140. (Pubitemid 35445854)
20. PHASESPAC E. 2010. PhaseSpace motion capture. http://www.phasespace.com. (3/10.)
21. PULLEN, K. AND BREGLER, C. 2002. Motion capture assisted animation: Texturing and synthesis. ACM Trans. Graph. 21, 501-508.
22. SCHEPERS, H. M., ROETENBERG, D., AND VELTINK, P. H. 2010. Ambulatory human motion tracking by fusion of inertial and magnetic sensing with adaptive actuation. Med. Biol. Engin. Comput. 48, 1, 27-37.
23. SHIN, H. J. AND LEE, J. 2006. Motion synthesis and editing in low-dimensional spaces: Research articles. Comput. Animat. Virtual Worlds 17, 219-227. (Pubitemid 44031453)
24. SHIN, H. J., LEE, J., SHIN, S. Y., AND GLEICHER, M. 2001. Computer puppetry: An importance-Based approach. ACM Trans. Graph. 20, 67-94. (Pubitemid 33610513)
25. SHIRATORI, T. AND HODGINS, J. K. 2008. Accelerometer-Based user interfaces for the control of a physically simulated character. ACM Trans. Graph. 27, 123:1-123:9.
26. SLYPER, R. AND HODGINS, J. 2008. Action capture with accelerometers. In Proceedings of the ACM/Eurographics Symposium on Computer Animation.
27. SOK, K. W., KIM, M., AND LEE, J. 2007. Simulating biped behaviors from human motion data. ACM Trans. Graph. 26, 3, Article 107.
28. TOURNIER, M., WU, X., COURTY, N., ARNAUD, E., AND REVÉRET, L. 2009. Motion compression using principal geodesics analysis. Comput. Graph. Forum 28, 2, 355-364.
29. VICON. 2010. Motion capture systems from vicon. http://www.vicon.com. (3/10.)
30. VLASIC, D., ADELSBERGER, R., VANNUCCI, G., BARNWELL, J., GROSS, M., MATUSIK, W., AND POPOVIĆ, J. 2007. Practical motion capture in everyday surroundings. ACM Trans. Graph. 26.
31. WIKIPEDIA. 2010. Motion capture. http://en. wikipedia.org/wiki/ Motioncapture. (3/10.)
32. XSENS. 2010. 3D motion tracking. http://www.xsens.com. (3/10.)