3D human body tracking using deterministic temporal motion models

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3023, Issue , 2004, Pages 92-106

  Urtasun, Raquel ^a   Fua, Pascal ^a  

^a EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

DEGREES OF FREEDOM (MECHANICS); OPTIMIZATION; PRINCIPAL COMPONENT ANALYSIS; STEREO IMAGE PROCESSING;

COMPUTATIONAL COSTS; CONVERGENCE PROPERTIES; DETERMINISTIC OPTIMIZATION; DIFFERENTIAL STRUCTURE; HUMAN BODY TRACKING; MULTIPLE HYPOTHESIS; NUMBER OF DEGREES OF FREEDOM; OBJECTIVE FUNCTIONS;

COMPUTER VISION;

EID: 35048838747     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-24672-5_8     Document Type: Article

References (19)

1. Isard., M., Blake, A.: CONDENSATION - conditional density propagation for visual tracking. International Journal of Computer Vision 29 (1998) 5-28
2. Deutscher, J., Blake, A., Reid, I.: Articulated Body Motion Capture by Annealed Particle Filtering. In: CVPR, Hilton Head Island, SC (2000)
3. Davison, A.J., Deutscher, J., Reid, I.D.: Markerless motion capture of complex full-body movement for character animation. In: Eurographics Workshop on Computer Animation and Simulation, Springer-Verlag LNCS (2001)
4. Choo, K., Fleet, D.: People tracking using hybrid monte carlo filtering. In: International Conference on Computer Vision, Vancouver, Canada (2001)
5. Sminchisescu, C., Triggs, B.: Covariance Scaled Sampling for Monocular 3D Body Tracking. In: Conference on Computer Vision and Pattern Recognition, Hawaii (2001)
6. Sminchisescu, C., Triggs, B.: Kinematic Jump Processes for Monocular 3D Human Tracking. In: Conference on Computer Vision and Pattern Recognition, Madison, WI (2003)
7. Sidenbladh, H., Black, M.J., Fleet, D.J.: Stochastic tracking of 3D human figures using 2D image motion. In: European Conference on Computer Vision. (2000)
8. Sidenbladh, H., Black, M.J., Sigal, L.: Implicit Probabilistic Models of Human Motion for Synthesis and Tracking. In: European Conference on Computer Vision, Copenhagen, Denmark (2002)
9. Ormoneit, D., Sidenbladh, H., Black, M.J., Hastie, T.: Learning and tracking cyclic human motion. In: Advances in Neural Information Processing Systems 13. (2001) 894-900
10. Bregler, C., Malik, J.: Tracking People with Twists and Exponential Maps. In: Conference on Computer Vision and Pattern Recognition, Santa Barbara, CA (1998)
11. Gavrila, D.: The Visual Analysis of Human Movement: A Survey. Computer Vision and Image Understanding 73 (1999)
12. Moeslund, T., Granum, E.: A Survey of Computer Vision-Based Human Motion Capture. Computer Vision and Image Understanding 81 (2001)
13. Alexa, M., Mueller, W.: Representing animations by principal components. In: Eurographics. Volume 19 (2000)
14. Brand, M., Hertzmann, A.: Style Machines. Computer Graphics, SIGGRAPH Proceedings (2000) 183-192
15. Blanz, V., Basso, C., Poggio, T., Vetter, T.: Reanimating Faces in Images and Video. In: Eurographics, Granada, Spain (2003)
16. Press, W., Flannery, B., Teukolsky, S., Vetterling, W.: Numerical Recipes, the Art of Scientific Computing. Cambridge U. Press, Cambridge, MA (1992)
17. Yacoob, Y., Davis, L.S.: Learned Models for Estimation of Rigid and Articulated Human Motion from Stationary or Moving Camera. International Journal of Computer Vision 36 (2000) 5-30
18. Plänkers, R., Fua, P.: Articulated Soft Objects for Multi-View Shape and Motion Capture. IEEE Transactions on Pattern Analysis and Machine Intelligence (2003)
19. Shoemake, K.: Animating Rotation with Quaternion Curves. Computer Graphics, SIGGRAPH Proceedings 19 (1985) 245-254