Dynamic environment modeling with gridmap: A multiple-object tracking application

9th International Conference on Control, Automation, Robotics and Vision, 2006, ICARCV '06

Volumn , Issue , 2006, Pages

  Chen, C ^a   Tay, C ^a   Laugier, C ^a   Mekhnacha, Kamel ^b  

^a INRIA RHÔNE ALPES   (France)

^b Probayes SAS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; TARGET TRACKING;

BAYESIAN OCCUPANCY FILTER (BOF); CONVENTIONAL OCCUPANCY GRIDMAPS; OBJECT TRACKING;

OBJECT RECOGNITION;

EID: 34547220479     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICARCV.2006.345399     Document Type: Conference Paper

References (17)

1. C. Coué, T. Fraichard, P. Bessiere, and E. Mazer, "Multi-sensor data fusion using bayesian programming: an automotive application." in Proc. Int'l. Conf. Intelligent Robots and Systems. 2002.
2. C. Coue, T. Fraichard. P. Bessiere, and E. Mazer, "Using bayesian programming for multi-sensor multitarget tracking in automotive applications," in Proc. Int'l. Conf. Robotics and Automation, 2003.
3. K. Mekhnacha and E. M. an P. Bessiere. "The design and implementation of a bayesian cad modeler for robotic applications," Advanced Robotics, vol. 15, no. 1, pp. 45-70, 2001.
4. S. Thrun, W. Burgard, and D. Fox, Probabilistic Robotics. MIT Press, 2005.
5. K. O. Arras, N. Tomatis, and R. Siegwart, "Multisensor on-the-fly localization: precision and reliability for applications," Robotics and Autonomous Systems, vol. 34, pp. 131-143. 2001.
6. Y. Bar-shalom and W. D. Blair. Multitarget-muitisensor tracking: application and advances. Boston: Artech House, 2000, vol. 3.
7. H. Gauvrit. J. P. L. Cadre, and C. Jauffret, "A formulation of multitargets tracking as an incomplete data problem," IEEE Trans. Aerospace and Electronic Systems, vol. 33. no. 4, pp. 1242-1257, 1997.
8. S. S. Blackman and R.Popoli. Design and analysis of modern tracking systems. Norwood,MA: Artech House. 1999.
9. C.-C. Wang, C. Thorpe, and S. Thrun, "Online simultaneous localization and mapping with detection and tracking of moving objects: theory and results from a ground vehicle in crowded urban areas." in Proc. Int'l. Conf. Robotics and Automation. September 2003, pp. 842-849.
10. H. Moravec, "Sensor fusion in certainty grids for mobile robots." AI Magazine, vol. 9, pp. 61-74, 1988.
11. A. Elfes, "Using occupancy grids for mobile robot perception and navigation," Computer, vol. 22, no. 6, pp. 46-57, 1989.
12. E. Prassler, J. Scholz, and A. Elfes, "Tracking multiple moving objects for real-time robot navigation," Journal of Autonomous Robots, Special Issue on Perception for Mobile Agents, vol. 8, 2000.
13. A. H. Jazwinsky, Stochastic processes and filtering theory. New York: Academic Press, 1970.
14. R. E. Kalman, "A new approach to linear filtering and prediction problems," Journal of Basic Engineering, vol. 35, 1960.
15. D. Schulz, W. Burgard. D. Fox, and A. B. Cremers, "People tracking with a mobile robot using sample-based Joint Probabilistic Data Association Filters." International Journal of Robotics Research, no. 2, pp. 99-116, 2003.
16. C. Rasmussen and G. D. Hager, "Probabilistic data association methods for tracking complex visual objects," IEEE Trans. Pattern analysis and machine intelligence, vol. 23, no. 6, pp. 560-576, 2001.
17. J. A. Roecker and G. L. Phillis, "Suboptimal joint probabilistic data association," IEEE Trans. Aerospace and Electronic Systems, vol. 29, no. 2, pp. 510-517, 1993.