Abstract
We present a real-time tracking system that uses a panoramic view of the scene as a reference. This view is captured with a specialized camera we developed. The tracking is robust, as it is not fooled by small objects that move differently from the background. Therefore, we can segment those objects, and code the different video object planes separately.
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References
Gregory D. Hager and Peter N. Belhumeur, Efficient Region Tracking With Parametric Models of Geometry and Illumination, IEEE PAMI, Vol. 20, oct 1999, p. 1025–1039
F. Jurie and M. Dhome. Hyperplane approximation for template matching. IEEE PAMI, 24(7), pages 996–1000, 2002.
ISO, Overview of the MPEG-4 Standard, Melbourne, October 1999.
M. Black and A. Jepson, Eigentracking: Robust matching and tracking of articulated objects using a view-based represesentation, IEEE PAMI, 20(10):1025–1039, 1998.
C. Schmid and R. Mohr and C. Bauckhage, Evaluation of Interest Point Detectors, IJCV, 37(2):151–172,2000.
J. E. Dennis and R. B. Schnabel, Numerical Methods for Unconstrained Optimization and Nonlinear Equations, Prentice Hall, Englewood Cliffs, NJ, 1983.
P. J. Rousseeuw, and K. Van Driessen, Computing LTS Regression for Large Data Sets, Technical Report, University of Antwerp, 1999.
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© 2003 Springer-Verlag Berlin Heidelberg
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Douze, M., Charvillat, V. (2003). Real-Time Tracking of Video Sequences in a Panoramic View for Object-Based Video Coding. In: Bigun, J., Gustavsson, T. (eds) Image Analysis. SCIA 2003. Lecture Notes in Computer Science, vol 2749. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45103-X_134
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DOI: https://doi.org/10.1007/3-540-45103-X_134
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