Automatic multi-head detection and tracking system using a novel detection-based particle filter and data fusion

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn II, Issue , 2005, Pages

  Qu, Wei ^a   Bouaynaya, Nidhal ^a   Schonfeld, Dan ^a  

^a UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA FUSION; MULTI HEAD DETECTION (MHT); PARTICLE FILTER; TRACKING SYSTEM; ZOOMING;

DATA REDUCTION; DENSITY (OPTICAL); LIGHTING; PARTICLE BEAM TRACKING;

OPTICAL FILTERS;

EID: 33646778505     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1415491     Document Type: Conference Paper

References (10)

1. A.F.M. Smith and A.E.Gelfand, "Bayesian statistics without tears: A sampling-resampling perspective," American Statistican, vol. 46, no. 2, pp. 84-88, 1992.
2. J. S. Liu and R. Chen, "Sequential monte carlo methods for dynamic systems," J. Amer. Statist. Assoc., vol. 93, no. 443, pp. 1032-1044, 1998.
3. V. S. Zaritskii and L. Shimelevich, "Monte carlo technique in problems of optimal data processing," Auto. Remo. Cont., vol. 12, pp. 95-103, 1975.
4. J. Yang and A. Waibel, "A real-time face tracker," in Proc. IEEE Workshop on Applications of Computer Vision (WACV '96), 1996, p. 142.
5. P. R. K. Hariharakrishnan, D. Schonfeld, and F. Yassa, "Fast object tracking using adaptive block matching," IEEE Trans. Multimedia, submitted for publication.
6. J. Vermaak, A. Doucet, and P. Pérez, "Maitaining multi-modality through mixture tracking," in Proc. IEEE Int. Conf. on Computer Vision, Oct. 2003, pp. 13-16.
7. B. D. O. Anderson and J. B. Moore, Optimal Filtering, Prentice-Hall, Englewood Cliffs, 1979.
8. M. Isard and A. Blake, "Condensation - conditional density propagation for visual tracking," Int. J. Computer Vision, vol. 29, no. 1, pp. 5-28, 1998.
9. K. Nummiaro, E. B. Koller-Meier, and L. Van Gool, "Object tracking with an adaptive color-based particle filter," in Symposium for Pattern Recognition of the DAGM, 2002, pp. 355-360.
10. http://vision.stanford.edu/~birch/headtracker/.