Behaviour based particle filtering for human articulated motion tracking

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2008, Pages

  Darby, J ^a   Li, B ^a   Costen, N ^a  

^a MANCHESTER METROPOLITAN UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

MONTE CARLO METHODS; MOTION ANALYSIS; PATTERN RECOGNITION;

ACTIVITY MODELS; ANNEALING PROCESS; ARTICULATED MOTION; HUMAN MOTION TRACKING; JOINT ANGLE; MULTI-VIEWS; PARTICLE FILTERING; PARTICLE NUMBERS;

HIDDEN MARKOV MODELS;

EID: 77957950714     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icpr.2008.4761157     Document Type: Conference Paper

References (7)

1. M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp. A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking. IEEE Transactions on Signal Processing, 50(2):174-188, 2002.
2. A. O. Bǎlan, L. Sigal, and M. J. Black. A quantitative evaluation of video-based 3D person tracking. In VSPETS, pages 349-356, 2005.
3. J. Darby, B. Li, and N. Costen. Tracking a walking person using activity-guided annealed particle filtering. In F&G, 2008. (Accepted to appear).
4. J. Deutscher and I. Reid. Articulated body motion capture by stochastic search. IJCV, 61(2):185-205, 2005.
5. H. Sidenbladh, M. J. Black, and D. J. Fleet. Stochastic tracking of 3D human figures using 2D image motion. In ECCV, pages 702-718, June 2000.
6. L. Sigal and M. J. Black. HumanEva: Synchronized video and motion capture dataset for evaluation of articulated human motion. Technical Report CS-06-08, Brown University, Providence, RI, 2006.
7. R. Urtasun, D. J. Fleet, A. Hertzmann, and P. Fua. Priors for people tracking from small training sets. In ICCV, pages 403-410, 2005.