Person following and mobile camera localization using particle filters

Proceedings of the Fourth International Workshop on Robot Motion and Control, RoMoCo'04

Volumn , Issue , 2004, Pages 265-270

  Kwolek, B ^a  

^a RZESZOW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; COLOR VISION; COMPUTER SOFTWARE; DATA ACQUISITION; PARAMETER ESTIMATION; REAL TIME SYSTEMS; SENSORS; TRACKING (POSITION);

MOBILE CAMERAS; PARTICLE FILTERS; PERSON DETECTION; PERSON FOLLOWING;

MOBILE ROBOTS;

EID: 14544288177     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/romoco.2004.240738     Document Type: Conference Paper

References (14)

1. S. Birchfield, Elliptical Head Tracking Using Intensity Gradients and Color Histograms, IEEE Conf. on Computer Vision and Pattern Rec., Santa Barbara, pp. 232-237, 1998.
2. G. R. Bradski, Computer Vision Face Tracking as a Component of a Perceptual User Interface, In Workshop on Applications of Computer Vision, Princeton, pp. 214-219, 1998.
3. T. Darrell, G. Gordon, M. Harville, J. Woodfill, Integrated Person Tracking Using Stereo, Color, and Pattern Detection, Proc. of the Conf. on Comp. Vision and Patt. Rec., Santa Barbara, pp. 601-609, 1998.
4. F. Dellaert, D. Fox, W. Burgard, S. Thrun, Monte Carlo Localization for Mobile Robots, In Proc. of the IEEE Int. Conf. on Robotics and Automation, pp. 1322-1328, 1999.
5. A. Doucet, S. Godsill, Ch. Andrieu, On Sequential Monte Carlo Sampling Methods for Bayesian Filtering, Statistics and Computing, vol. 10, pp. 197-208, 2000.
6. th Nat. Conf. on Artificial Intelligence, Orlando, FL, pp. 343-349, 1999.
7. N. Gordon, D. Salmond, A. Smith, Novel Approach to Nonlinear/Non-Gaussian Bayesian State Estimation, IEEE Trans. Radar, Signal Processing, vol. 140, pp. 107-113, 1993.
8. M. Isard, A. Blake, Contour Tracking by Stochastic Propagation of Conditional Density, European Conf. on Computer Vision, Cambridge, pp. 343-356, 1996.
9. D. Kortenkamp, R. P. Bonasso, R. Murphy (Ed.), Artificial intelligence and Mobile Robots-Case studies of Successful Robot Systems, The MIT Press, 1998
10. B. Kwolek, Face Tracking System Based on Color, Stereovision and Elliptical Shape Features, Proc. of the IEEE Conf. on Advanced Video and Signal Based Surveillance, Miami, FL, IEEE Comp. Society, pp. 21-26, 2003.
11. K. Nummiaro, E. Koller-Meier, L. Van Gool, An Adaptive Color-Based Particle Filter, Image and Vision Computing, 21, pp. 99-110, 2003.
12. M. J. Swain, D. H. Ballard, Color Indexing, Int. J. of Computer Vision, vol. 7, no. 1, pp. 11-32, 1991.
13. C. Wren, A. Azarbayejani, T. Darrell, A. Pentland, Pfinder: Real-Time Tracking of the Human Body, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 780-785, 1997.
14. Pioneer 2 mobile robots, ActivMedia Robotics, 2001.