Particle filter with mode tracker(PF-MT) for visual tracking across illumination change

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

Volumn 1, Issue , 2007, Pages

  Kale, Amit ^a   Vaswani, Namrata ^b   Jaynes, Christopher ^a  

^a UNIVERSITY OF KENTUCKY   (United States)

^b IOWA STATE UNIVERSITY   (United States)

Author keywords

Lighting; Monte Carlo methods; Tracking

Indexed keywords

LEGENDRE BASIS FUNCTIONS; LINEAR COMBINATION;

LEAST SQUARES APPROXIMATIONS; MONTE CARLO METHODS; PROBLEM SOLVING; TRACKING (POSITION);

LIGHTING;

EID: 34547501074     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366061     Document Type: Conference Paper

References (12)

1. R. Basri and D. Jacobs. Lambertian reflectance and linear sub-spaces. IEEE Trans. PAMI, 25(2):218-233, 2003.
2. P. Belhumeur and D.J.Kriegman. What is the set of images of an object under all possible illumination conditions. IJCV, 28(3):1-16, 1998.
3. A. Doucet, N. deFreitas, and N. Gordon, editors. Sequential Monte Carlo Methods in Practice. Springer, 2001.
4. N. Gordon, D. Salmond, and A. Smith. Novel approach to nonlinear/nongaussian bayesian state estimation, IEE Proceedings-F (Radar and Signal Processing), pages 140(2):107-113, 1993.
5. G. Hager and P. Belhumeur. Efficient region tracking with parametric models of geometry and illumination. IEEE Trans. PAMI, 20(10):1025-1039, 1998.
6. M. Isard and A. Blake. Condensation - conditional density propogation for visual tracking. IJCV, 21(1):695-709, 1998.
7. A. Kale and C. Jaynes. A joint illumination and shape model for visual tracking. Proceedings of IEEE CVPR, pages 602-609, 2006.
8. M. K. Pitt and N. Shephard. Filtering via simulation: Auxiliary particle filters. Journal of the American Statistical Association, 94(446), 1999.
9. T. Sehn, F. Gustafsson, and P. Nordlund. Marginalized particle filters for nonlinear state-space models. IEEE Trans. Sig. Proc., 2005.
10. N. Vaswani, A. Yezzi, Y. Rathi, and A. Tannenbaum. Particle filters for infinite (or large) dimensional state spaces. In IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), April 2006.
11. N. Vaswani, A. Yezzi, Y. Rathi, and A. Tannenbaum. Time-varying finite dimensional basis for tracking contour deformations. In IEEE Conf. Decision and Control (CDC), 2006.
12. Y. Weiss. Deriving intrinsic images from image sequences. Proc of ICCV, 2001.