A real-time background subtraction method with camera motion compensation

2004 IEEE International Conference on Multimedia and Expo (ICME)

Volumn 1, Issue , 2004, Pages 331-334

  Lv, Tiehan ^a   Ozer, Burak ^b   Wolf, Wayne ^a  

^a Princeton University   (United States)

^b 66 Verificon Corporation   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND SUBTRACTION ALGORITHMS; CAMERA MOTION COMPENSATION; GAUSSIAN MIXTURE MODEL;

ALGORITHMS; CAMERAS; COMPUTATIONAL COMPLEXITY; KALMAN FILTERING; MATHEMATICAL MODELS; MOTION ESTIMATION; PROBLEM SOLVING; REAL TIME SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS);

MOTION COMPENSATION;

EID: 11244344043     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. C. Ridder, O. Munkelt, and H. Kirchner, "Adaptive background estimation and foreground detection using Kalman-filtering," Proceedings of International Conference on Recent Advances in Mechatronics, ICRAM'95, UNESCO Chair on Mechatroncs, 193-199, 1995
2. C. R Wren, A. Azarbayejani, T. Darrell, and A. Pentland. "Pfinder: Real-time tracking of the human body," In IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 19, no 7, pp. 780-785, July 1997
3. C. Stauffer and W.E.L Grimson, "Adaptive background mixture models for real-time tracking," in Proceedings of CVPR '99, pp. 246-252, Jun 1999
4. K. Toyama, J. Krumm, B. Brumitt, and B. Meyers, "Wallflower: Principles and practices of background maintenance," in Proceeding of IEEE International Conference on Computer Vision, vol. 1, pp. 255-261, 1999
5. J. Rittscher, J. Kato, S. Joga, and A. Blake, "A probabilistic background model for tracking," in Proceeding of European Conference on Computer Vision, vol. 2, pp. 336-350, 2000
6. Y. Hsu, H. H. Nagel, and G. Rekers, "New likelihood test methods for change detection in image sequences," Computer Vision, Graphics, and Image Processing, vol. 26, pp. 73-106, 1984
7. Y.-H. Yang and M. D. Levine, "The background primal sketch: An approach for tracking moving objects," Machine Vision Application, vol. 26, pp. 73-106, 1984
8. W. Wolf, B. Ozer, and T. Lv, "Smart cameras for embedded systems," IEEE Computer, 35(9), pp. 48-53, September 2002.
9. D. Murray and A. Basu, "Motion tracking with an active camera", IEEE Trans. Pattern Analysis and Machine Intell., 16(5):449-459, May 1994
10. S. Araki, T. Matsuoka, N. Yokoyo, and H. Takemura, "Real-time tracking of multiple moving object contours in a moving camera image sequence", in IEICE Trans. on Information and Systems, Nagoya, Japan, July 2000, vol. E83-D (7), pp. 1583-1591
11. E.P. Simoncelli, "Distributed Representation and Analysis of Visual Motion", PhD thesis, Department of Electrical Engineering and Computer Science, MIT, Cambridge, MA, 1993.