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Abstract: A new method for tracking contours of moving objects in clutter is presented. For a given object, a model of its contours is learned from training contours in the form of a subset of curve space. Complexity is added to the contour model by analyzing rigid and non-rigid transformations of contours separately. In the course of tracking, a very large number of potential curves are typically observed due to the presence of extraneous edges in the form of clutter; the learned model guides the... (Update)
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...e2E;u2U ke Gamma c(u)k. The import of the theorems will be discussed after their formal statements. Note that theorem 1 was initially presented in [3]. Theorem 1: Let V be any cover of U . Further, let d = min e2E;u2U ke Gamma c(u)k and let d y = min u2U ke y Gamma c(u)k,...
...tracking problem, Vigs t u v . The import of the theorems will be discussed after their formal statements. Note that theorem 1 was initially presented in [3]. Theorem 1: Let be any cover of y . Further, let [ VQhs t u v and let [B V hs t u v , where V [ t . Vigs t v v...
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BibTeX entry: (Update)
D. Freedman and M. Brandstein. Methods of global optimization in the tracking of contours. In Proceedings of the 33rd Asilomar Conference on Signals, Systems, and Computers, 1999. http://citeseer.ist.psu.edu/freedman99methods.html More
@misc{ freedman99methods,
author = "D. Freedman and M. Brandstein",
title = "Methods of global optimization in the tracking of contours",
text = "D. Freedman and M. Brandstein. Methods of global optimization in the tracking
of contours. In Proceedings of the 33rd Asilomar Conference on Signals,
Systems, and Computers, 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/freedman99methods.html" }
Citations (may not include all citations):1386 Snakes: active contour models (context) - Kass, Witkin et al. - 1987
364 Condensation - conditional density propagation for visual tr.. - Blake, Isard - 1998
269 Feature extraction from faces using deformable templates (context) - Yuille, Hallinan et al. - 1992
148 A framework for spatio-temporal control in the tracking of v.. (context) - Blake, Curwen et al. - 1993
111 An Introduction to Differentiable Manifolds and Riemannian G.. (context) - Boothby - 1986
7 A subset approach to contour tracking in clutter - Freedman, Brandstein - 1999
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