Dyna: A model of dynamic human shape in motion

ACM Transactions on Graphics

Volumn 34, Issue 4, 2015, Pages

  Pons Moll, Gerard ^a   Romero, Javier ^a   Mahmood, Naureen ^a   Black, Michael J ^a  

^a MAX PLANCK INSTITUTE FOR INTELLIGENT SYSTEMS   (Germany)

Author keywords

Human animation; Human shape; Motion capture; Softtissue motion

Indexed keywords

ANIMATION; DEFORMATION; HEALTH; INTERACTIVE COMPUTER GRAPHICS; MESH GENERATION;

AUTO REGRESSIVE MODELS; DIFFERENT SHAPES; HUMAN ANIMATION; HUMAN SHAPES; MODELING OF DYNAMICS; MOTION CAPTURE; SOFT TISSUE; SOFT TISSUE DEFORMATION;

TISSUE;

EID: 84947210777     PISSN: 07300301     EISSN: 15577368     Source Type: Journal    
DOI: 10.1145/2766993     Document Type: Conference Paper

References (47)

1. ALEXA, M., AND MÜLLER, W. 2000. Representing animations by principal components. Comp. Graph. Forum 19, 3, 411-418.
2. ALLEN, B., CURLESS, B., AND POPOVIĆ, Z. 2002. Articulated body deformation from range scan data. ACM Trans. Graph. 21, 3 (July), 612-619.
3. ALLEN, B., CURLESS, B., AND POPOVIĆ, Z. 2003. The space of human body shapes: Reconstruction and parameterization from range scans. ACM Transactions on Graphics (TOG) 22, 3, 587-594.
4. ANGUELOV, D., SRINIVASAN, P., KOLLER, D., THRUN, S., RODGERS, J., AND DAVIS, J. 2005. SCAPE: Shape Completion and Animation of PEople. ACM Trans. Graph. 24, 3, 408-416.
5. ASSASSI, L., BECKER, M., AND MAGNENAT-THALMANN, N. 2012. Dynamic skin deformation based on biomechanical modeling. In Proc. 25th Conf. Comp. Anim. and Social Agents.
6. AUBEL, A., AND THALMANN, D. 2001. Interactive modeling of the human musculature. In Proc. Comp. Anim., 167-255.
7. BICKEL, B., BÄCHER, M., OTADUY, M. A., MATUSIK, W., PFISTER, H., AND GROSS, M. 2009. Capture and modeling of non-linear heterogeneous soft tissue. ACM Trans. Graph. 28, 3 (July), 89:1-89:9.
8. BOGO, F., ROMERO, J., LOPER, M., AND BLACK, M. J. 2014. FAUST: Dataset and evaluation for 3D mesh registration. In CVPR, 3794-3801.
9. CAPELL, S., GREEN, S., CURLESS, B., DUCHAMP, T., AND POPOVIĆ, Z. 2002. Interactive skeleton-driven dynamic deformations. ACM Trans. Graph. 21, 3 (July), 586-593.
10. CAPELL, S., BURKHART, M., CURLESS, B., DUCHAMP, T., AND POPOVIĆ, Z. 2007. Physically based rigging for deformable characters. Graph. Models 69, 1 (Jan.), 71-87.
11. CHADWICK, J. E., HAUMANN, D. R., AND PARENT, R. E. 1989. Layered construction for deformable animated characters. SIGGRAPH Comput. Graph. 23, 3 (July), 243-252.
12. CHEN, Y., LIU, Z., AND ZHANG, Z. 2013. Tensor-based human body modeling. In CVPR, 105-112.
13. DE AGUIAR, E., AND UKITA, N. 2012. Representing mesh-based character animations. Computers & Graphics 38 (Feb.), 10-17.
14. DE AGUIAR, E., STOLL, C., THEOBALT, C., AHMED, N., SEIDEL, H.-P., AND THRUN, S. 2008. Performance capture from sparse multi-view video. ACM Trans. Graph. 27, 3 (Aug.), 98:1-98:10.
15. DE AGUIAR, E., SIGAL, L., TREUILLE, A., AND HODGINS, J. K. 2010. Stable spaces for real-time clothing. ACM Trans. Graph. 29, 4 (July), 106:1-106:9.
16. FAN, Y., LITVEN, J., AND PAI, D. K. 2014. Active volumetric musculoskeletal systems. ACM Trans. Graph. 33, 4 (July), 152:1-152:9.
17. GUAN, P., REISS, L., HIRSHBERG, D., WEISS, A., AND BLACK, M. J. 2012. Drape: Dressing any person. ACM Trans. Graph. 31, 4 (July), 35:1-35:10.
18. HAHN, F., MARTIN, S., THOMASZEWSKI, B., SUMNER, R., COROS, S., AND GROSS, M. 2012. Rig-space physics. ACM Trans. Graph. 31, 4 (July), 72:1-72:8.
19. HASLER, N., STOLL, C., SUNKEL, M., ROSENHAHN, B., AND SEIDEL, H. 2009. A statistical model of human pose and body shape. Computer Graphics Forum 28, 2, 337-346.
20. HIRSHBERG, D. A., LOPER, M., RACHLIN, E., AND BLACK, M. J. 2012. Coregistration: Simultaneous alignment and modeling of articulated 3D shape. In ECCV, vol. 7577 of LNCS. Springer, 242-255.
21. JAMES, D. L., AND PAI, D. K. 2002. Dyrt: Dynamic response textures for real time deformation simulation with graphics hardware. ACM Trans. Graph. 21, 3 (July), 582-585.
22. KARNI, Z., AND GOTSMAN, C. 2004. Compression of soft-body animation sequences. Computers & Graphics 28, 25-34.
23. KIM, T., AND JAMES, D. L. 2009. Skipping steps in deformable simulation with online model reduction. ACM Trans. Graph. 28, 5 (Dec.), 123:1-123:9.
24. KIM, T., AND JAMES, D. L. 2011. Physics-based character skinning using multi-domain subspace deformations. In Proc. ACM SIGGRAPH/Eurographics Symp. Comp. Anim., 63-72.
25. KRY, P. G., JAMES, D. L., AND PAI, D. K. 2002. EigenSkin: Real time large deformation character skinning in hardware. In Proc. 2002 ACM SIGGRAPH/Eurographics Symp. Comp. Anim., 153-159.
26. LARBOULETTE, C., CANI, M.-P., AND ARNALDI, B. 2005. Dynamic skinning: Adding real-time dynamic effects to an existing character animation. In Proc. 21st Spring Conf. Comp. Graph., ACM, SCCG '05, 87-93.
27. LEE, S.-H., SIFAKIS, E., AND TERZOPOULOS, D. 2009. Comprehensive biomechanical modeling and simulation of the upper body. ACM Trans. Graph. 28, 4 (Sept.), 99:1-99:17.
28. LEWIS, J. P., CORDNER, M., AND FONG, N. 2000. Pose space deformation: A unified approach to shape interpolation and skeleton-driven deformation. In Proc. SIGGRAPH, ACM, 165-172.
29. LOPER, M. M., MAHMOOD, N., AND BLACK, M. J. 2014. MoSh: Motion and shape capture from sparse markers. ACM Trans. Graph. 33, 6 (Nov.), 220:1-220:13.
30. MAUREL, W., WU, Y., MAGNENAT-THALMANN, N., AND THALMANN, D. 1998. Biomechanical Models for Soft Tissue Simulation. Springer-Verlag, Berlin.
31. METAXAS, D., AND TERZOPOULOS, D. 1993. Shape and nonrigid motion estimation through physics-based synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 15, 6 (June), 580-591.
32. NEUMANN, T., VARANASI, K., HASLER, N., WACKER, M., MAGNOR, M., AND THEOBALT, C. 2013. Capture and statistical modeling of arm-muscle deformations. Computer Graphics Forum 32, 2 (May), 285-294.
33. NEUMANN, T., VARANASI, K., WENGER, S., WACKER, M., MAGNOR, M., AND THEOBALT, C. 2013. Sparse localized deformation components. ACM Trans. Graph. 32, 6 (Nov.), 179:1-179:10.
34. PARK, S. I., AND HODGINS, J. K. 2006. Capturing and animating skin deformation in human motion. ACM Trans. Graph. 25, 3 (July), 881-889.
35. PARK, S. I., AND HODGINS, J. K. 2008. Data-driven modeling of skin and muscle deformation. ACM Trans. Graph. 27, 3 (Aug.), 96:1-96:6.
36. POWELL, M. 1970. A hybrid method for nonlinear equations. In Numerical Methods for Nonlinear Algebraic Equations, Gordon and Breach Science, London, P. Rabinowitz, Ed., 87-144.
37. PRATSCHER, M., COLEMAN, P., LASZLO, J., AND SINGH, K. 2005. Outside-in anatomy based character rigging. In Proc. 2005 ACM SIGGRAPH/Eurographics Symp. Comp. Anim., 329-338.
38. ROBINETTE, K., BLACKWELL, S., DAANEN, H., BOEHMER, M., FLEMING, S., BRILL, T., HOEFERLIN, D., AND BURNSIDES, D. 2002. Civilian American and European Surface Anthropometry Resource (CAESAR) final report. Tech. Rep. AFRL-HEWP-TR-2002-0169, US Air Force Research Laboratory.
39. SCHEEPERS, F., PARENT, R. E., CARLSON, W. E., AND MAY, S. F. 1997. Anatomy-based modeling of the human musculature. In Proc. SIGGRAPH, ACM, 163-172.
40. SHI, X., ZHOU, K., TONG, Y., DESBRUN, M., BAO, H., AND GUO, B. 2008. Example-based dynamic skinning in real time. ACM Trans. Graph. 27, 3 (Aug.), 29:1-29:8.
41. SIFAKIS, E., NEVEROV, I., AND FEDKIW, R. 2005. Automatic determination of facial muscle activations from sparse motion capture marker data. ACM Trans. Graph. 24, 3 (July), 417-425.
42. STARK, J., AND HILTON, A. 2007. Surface capture for performance-based animation. IEEE Computer Graphics and Applications 27, 3, 21-31.
43. SUMNER, R. W., AND POPOVIĆ, J. 2004. Deformation transfer for triangle meshes. ACM Trans. Graph. 23, 3, 399-405.
44. TERAN, J., SIFAKIS, E., BLEMKER, S. S., NG-THOW-HING, V., LAU, C., AND FEDKIW, R. 2005. Creating and simulating skeletal muscle from the visible human data set. IEEE Trans. Vis. and Comp. Graph. 11, 3 (May), 317-328.
45. TERZOPOULOS, D., AND WATERS, K. 1990. Physically-based facial modelling, analysis, and animation. J. Vis. and Comp. Anim. 1, 2 (Dec.), 73-80.
46. TSOLI, A., MAHMOOD, N., AND BLACK, M. J. 2014. Breathing life into shape: Capturing, modeling and animating 3D human breathing. ACM Trans. Graph. 33, 4 (July), 52:1-52:11.
47. WILHELMS, J., AND VAN GELDER, A. 1997. Anatomically based modeling. In Proc. SIGGRAPH, ACM, 173-180.