Reconstructing whole-body motions with wrist trajectories

Graphical Models

Volumn 75, Issue 6, 2013, Pages 328-345

  Kim, Hyejin ^a   Lee, Sung Hee ^b  

^a Gwangju Institute of Science and Technology (GIST)   (South Korea)

^b Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Character animation; Local linear model; Low dimensional control; Motion reconstruction; Performance capture

Indexed keywords

CHARACTER ANIMATION; DIRECTED ACYCLIC GRAPH (DAG); LOCAL LINEAR MODELING; MOTION RECONSTRUCTION; OPTIMAL TRAJECTORIES; PERFORMANCE CAPTURE; SHORTEST PATH PROBLEM; WHOLE-BODY MOTION;

GRAPH THEORY; OPTIMIZATION;

TRAJECTORIES;

BODY CONDITION; DATABASE; LINEARITY; NUMERICAL MODEL; PERFORMANCE ASSESSMENT; RECONSTRUCTION;

EID: 84884882612     PISSN: 15240703     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.gmod.2013.08.002     Document Type: Article

References (41)

1. D. Vlasic, R. Adelsberger, G. Vannucci, J. Barnwell, M. Gross, W. Matusik, and J. Popović Practical motion capture in everyday surroundings ACM Transactions on Graphics 26 3 2007 (article 35)
2. R. Slyper, J.K. Hodgins, Action capture with accelerometers, in: Proceedings of the 2008 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA '08), 2008, pp. 193-199.
3. T. Shiratori, and J.K. Hodgins Accelerometer-based user interfaces for the control of a physically simulated character ACM Transactions on Graphics 27 5 2008 123:1 123:9
4. T. Shiratori, H.S. Park, L. Sigal, Y. sheikh, and J.K. Hodgins Motion capture from body-mounted cameras ACM Transactions on Graphics 30 4 2011 31:1 31:10
5. C. Rose, M.F. Cohen, and B. Bodenheimer Verbs and adverbs: multidimensional motion interpolation IEEE Computer Graphics and Applications 18 5 1998 32 40 (Pubitemid 128555418)
6. L. Kovar, M. Gleicher, and F. Pighin Motion graphs ACM Transactions on Graphics 21 3 2002 473 482
7. K. Grochow, S.L. Martin, A. Hertzmann, and Z. Popovi'c Style-based inverse kinematics ACM Transactions on Graphics 23 3 2004 522531
8. J. Chai, and J.K. Hodgins Performance animation from low-dimensional control signals ACM Transactions on Graphics 24 3 2005 686 696
9. P. Kelly, C.Ó. Conaire, J.K. Hodgins, N.E. O'Connor, Human motion reconstruction using wearable accelerometers (poster), in: Proceedings of the 2010 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA '10), 2010.
10. J. Tautges, A. Zinke, B. Krüger, J. Baumann, A. Weber, T. Helten, M. Müller, H. Seidel, and B. Eberhardt Motion reconstruction using sparse accelerometer data ACM Transactions on Graphics 30 3 2011 1 12
11. H. Liu, X. Wei, J. Chai, I. Ha, T. Rhee, Realtime human motion control with a small number of inertial sensors, in: ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D 2011), 2011, pp. 133-140.
12. B. Krüger, J. Tautgest, A. Weber, A. Zinke, Fast local and global similarity searches in large motion capture databases, in: Proceedings of the 2010 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA '10), 2010, pp. 1-10.
13. G. Klein, D. Murray, Parallel tracking and mapping for small ar workspace, in: Proceedings of the 6th International Symposium on Mixed and Augmented Reality (ISMAR '07), 2007, pp. 13-16.
14. G. Klein, D. Murray, Parallel tracking and mapping on a camera phone, in: Proceedings of the 8th International Symposium on Mixed and Augmented Reality (ISMAR '09), 2009, pp. 83-86.
15. J. Lee, S.Y. Shin, A hierarchical approach to interactive motion editing for human-like figures, in: Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH'99), 1999, pp. 39-48.
16. J. Lee, and S. Shin A coordinate-invariant approach to multiresolution motion analysis Graphical Models 63 2 2001 87 105 (Pubitemid 32805404)
17. O. Arikan, and D.A. Forsyth Interactive motion generation from examples ACM Transactions on Graphics 22 3 2002 483 490
18. K. Pullen, and C. Bregler Motion capture assisted animation: texturing and synthesis ACM Transactions on Graphics 21 3 2002 501 508
19. L. Ren, G. Shakhnarovich, J.K. Hodgins, H. Pfister, and P. Viola Learning silhouette features for control of human motion ACM Transactions on Graphics 24 4 2005 1303 1331
20. O. Arikan, D.A. Forsyth, and J.F. O'Brien Motion synthesis from annotations ACM Transactions on Graphics 22 3 2003 402 408
21. A. Safonova, and J.K. Hodgins Construction and optimal search of interpolated motion graphs ACM Transactions on Graphics 26 3 2007 106:1 106:11
22. J. Lee, and K. Lee Precomputing avatar behavior from human motion data Graphical Models 68 2 2006 158 174
23. X. Wei, J. Min, and J. Chai Physically valid statistical models for human motion generation ACM Transactions on Graphics 30 3 2011 19:1 19:10
24. J. Lee, J. Chai, P.S.A. Reitsma, J.K. Hodgins, N.S. Pollard, Interactive control of avatars animated with human motion data, in: Proceedings of the 29th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH '02), 2002, pp. 491-500.
25. T. Mukai, and S. Kuriyama Geostatical motion interpolation ACM Transactions on Graphics 24 3 2005 1062 1070
26. L. Kovar, and M. Gleicher Automated extraction and parameterization of motions in large data sets ACM Transactions on Graphics 23 3 2004 559 568
27. L. Zhao, and A. Safonova Achieving good connectivity in motion graphs Graphical Models 71 4 2009 139 152
28. C. Bregler, and S. Omohundro Nonlinear image interpolation using manifold learning Advances in Neural Information Processing Systems 1994 973 980
29. Y. Li, T. Wang, and H.-Y. Shum Motion texture: a two-level statistical model for character motion synthesis ACM Transactions on Graphics 21 3 2002 465 472
30. M. Brand, A. Hertzmann, Style machines, in: Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques (SIGGRAPH '00), 2000, pp. 183-192. (Pubitemid 32393979)
31. S. Levine, J.M. Wang, A. Haraux, Z. Popović, and V. Koltun Continuous character control with low-dimensional embeddings ACM Transactions on Graphics 31 4 2012 28:1 28:10
32. J.M. Wang, D.J. Fleet, and A. Hertzmann Gaussian process dynamical models for human motion IEEE Transactions on Pattern Analysis and Machine Intelligence 30 2 2008 283298
33. Y. Ye, and C.K. Liu Synthesis of responsive motion using a dynamic model Computer Graphics Forum 29 2 2010 555562
34. N.D. Lawrence Probabilistic non-linear principal component analysis with gaussian process latent variable models Journal of Machine Learning Research 6 2005 1783 1816
35. J. Min, Y.-L. Chen, and J. Chai Interactive generation of human animation with deformable motion models ACM Transactions on Graphics 29 1 2009 9:1 9:12
36. J. Min, and J. Chai Motion graphs++: a compact model for semantic motion analysis and synthesis ACM Transactions on Graphics 31 6 2012 153:1 153:12
37. R. Heck, L. Kovar, and M. Gleicher Splicing upper-body actions with locomotion Computer Graphics Forum 25 3 2006 459 466 (Pubitemid 44891381)
38. K. Yin, D.K. Pai, FootSee: an interactive animation system, in: Proceedings of the 2003 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA '03), 2003, pp. 329-338.
39. L. Kovar, M. Gleicher, J. Schreiner, Footskate cleanup for motion capture editing, in: Proceedings of the 2002 ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA '02), 2002, pp. 97-104.
40. M.I.A. Lourakis, Levmar: Levenberg-Marquardt nonlinear least squares algorithms in C/C++, < http://www.ics.forth.gr/∼lourakis/levmar/ >, 2004.
41. R.G. Brown Smoothing, Forecasting and Prediction of Discrete Time Series 2004 Courier Dover Publications