A contour-based moving object detection and tracking

Proceedings - 2nd Joint IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance, VS-PETS

Volumn 2005, Issue , 2005, Pages 271-276

  Yokoyama, Masayuki ^a   Poggio, Tomaso ^b  

^a SONY CORPORATION   (Japan)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EDGE DETECTOR; OBJECT DETECTION; OPTICAL FLOW;

COMPUTATION THEORY; CONTOUR MEASUREMENT; OPTICAL FLOWS; TRACKING (POSITION);

OBJECT RECOGNITION;

EID: 33846591013     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VSPETS.2005.1570925     Document Type: Conference Paper

References (21)

1. L. Li, W. Huang, I. Y. H. Gu, and Q. Tian, "Foreground object detection in changing background based on color co-occurrence statistics," in Proc. IEEE Workshop on Applications of Computer Vision, 2002.
2. C. Stauffer and W. E. L. Grimson, "Adaptive background mixture models for real-time tracking," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, 1999.
3. A. Mittal and N. Paragios, "Motion-based background subtraction using adaptive kernel density estimation," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, vol. 2, 2004, pp. 302-309.
4. A. Elgammal, D. Harwood, and L. Davis, "Non-parametric model for background subtraction," in Proc. European Conf. Computer Vision, vol. II, May 2000, pp. 751-767.
5. J. L. Barron, D. J. Fleet, and S. S. Beauchemin, "Performance of optical flow techniques," Int'l J. Computer Vision, vol. 12(1), pp. 43-77, February 1994.
6. J. H. Duncan and T.-C. Chou, "On the detection of motion and the computation of optical flow," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 3, pp. 346-352, March 1992.
7. V. Caselles and B. Coll, "Snakes in movement," SIAM J. Numerical Analysis, vol. 33, pp. 2445-2456, 1996.
8. S. S. Beauchemin and J. L. Barron, "The computation of optical flow," ACM Computing Surveys, 1995.
9. J. Sethian, "Level set methods and fast marching methods," Cambridge Univ. Press, 1999.
10. M. Kass, A. Witkin, and D. Terzopoulos, "Snakes: Active contour models," Int'l J. Computer Vision, pp. 321-331, 1988.
11. D. Cohen, "On active contour models and balloons," CVGIP: Image Understanding, vol. 53, pp. 211-218, 1991.
12. V. Caselles, R. Kimmel, and G. Sapiro, "Geodesic active contours," in Proc. IEEE Int'l Conf. Computer Vision, 1995, pp. 694-699.
13. L. Qiu and L. Li, "Contour extraction of moving objects," in Proc. IEEE Int'l Conf. Pattern Recognition, vol. 2, 1998, pp. 1427-1432.
14. N. Paragios and R. Deriche, "Geodesic active contours and level sets for the detection and tracking of moving objects," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 3, pp. 266-280, March 2000.
15. B. D. Lucas and T. Kanade, "An iterative image registration technique with an application to stereo vision," in Proc. Int'l Joint Conf. Artificial Intelligence, 1981, pp. 674-679.
16. B. K. P. Horn and B. G. Schunk, "Determining optical flow," Artificial Intelligence, vol. 17, pp. 185-203, 1981.
17. E. P. Simoncelli, E. H. Adelson, and D. J. Heeger, "Probability distributions of optical flow," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, 1991, pp. 310-315.
18. J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 8, no. 6, pp. 679-698, November 1986.
19. E. Trucco and A. Verri, Introductory Techniques for 3-D Computer Vision. Prentice Hall, 1998.
20. J. Sklansky, "Measuring concavity on a rectangular mosaic," IEEE Trans. Computers, no. 12, pp. 1355-1364, November 1972.
21. R. E. Kalman, "A new approach to linear filtering and prediction problems," Trans. ASME - J. Basic Engineering, vol. 82, pp. 35-45, March 1960.