Use Hierarchical Genetic Particle Filter to figure articulated human tracking

2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings

Volumn , Issue , 2008, Pages 1561-1564

  Ye, Long ^a   Zhang, Qin ^a   Guan, Ling ^b  

^a State Key Laboratory of Media Convergence Production Technology and Systems   (China)

^b RYERSON UNIVERSITY   (Canada)

Author keywords

Articulated human movement tracking; Hierarchical genetic algorithm; High dimensional optimization; Particle filtering; Self occlusion

Indexed keywords

ACOUSTIC SIGNAL PROCESSING; AIR FILTERS; DIESEL ENGINES; EXHIBITIONS; GENETIC ALGORITHMS; NONLINEAR FILTERING; POSITION MEASUREMENT; STATE SPACE METHODS; WAVE FILTERS;

ARTICULATED HUMAN MOVEMENT TRACKING; HIERARCHICAL GENETIC ALGORITHM; HIGH-DIMENSIONAL OPTIMIZATION; PARTICLE FILTERING; SELF-OCCLUSION;

SIGNAL FILTERING AND PREDICTION;

EID: 54049083543     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2008.4607746     Document Type: Conference Paper

References (10)

1. A.J. Huang, "A Tutorial on Bayesian Estimation and Tracking Techniques Applicable to Non-linear and Non-Gaussian Process", MITRE Technique Report, Jan 2005.
2. D. Ormoneit, M.J. Black, T. Hastie, "Representing cyclic human motion using functional analysis", Image and Vision Computing, 23(14): 1264-1276, Dec. 2005.
3. K. Rohr, Human Movement Analysis based on Explicit Motion Models, Chapter 8 in Motion-Based Recognition, KAP, Dordrecht Boston, 1997.
4. J. Deutscher, A. Blake and I. Reid, Articulated body motion capture by annealed particle filtering, in: Int. Conf on Computer Vision and Pattern Recognition, pp. 126-133, 2000.
5. M. Bray, E. Koller-Meier and L.V. Gool, "Smart particle filtering for high-dimensional tracking", Computer Vision and Image Understanding, v. 106, pp. 116-129, 2007.
6. L. Ye, J. Wang and Q. Zhang, "Genetic Resampling Particle Filter", ACTA AUTOMATICA SINICA, v. 33, pp. 885-887, 2007.
7. T. Back, D.B. Fogel and Michalewicz, Handbook of Evolutionary Computation, Oxford University Press, 1991.
8. M. Du and L. Guan, "Monocular Human Motion Tracking with the DE-MC Particle Filter", IEEE International Conference on Acoustics, Speech and Signal Processing, 2006.
9. J.P. MacCormick, M. Isard, "Partitioned sampling, articulated objects, and interface-quality hand tracking", in: Eur. Conf. on Computer Vision II, pp. 3-19, 2000.
10. H. Ning, T. Tan, L. Wang and W. Hu, "Kinematics-based tracking of human walking in monocular video sequences", Image and Vision Computing, 22(5):429-441, 1 May 2004.