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2008
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Tracking through changes in scale

9 years 4 months ago
Tracking through changes in scale
We propose a tracking system that is especially well-suited to tracking targets which change drastically in size or appearance. To accomplish this, we employ a fast, two phase template matching algorithm along with a periodic template update method. The template matching step ensures accurate localization while the template update scheme allows the target model to change over time along with the appearance of the target. Furthermore, the algorithm can deliver real-time results even when targets are very large. We demonstrate the proposed method with good results on several sequences showing targets which exhibit large changes in size, shape, and appearance.
Allen Tannenbaum, Arie Nakhmani, James G. Malcolm,
Added 20 Oct 2009
Updated 20 Oct 2009
Type Conference
Year 2008
Where ICIP
Authors Allen Tannenbaum, Arie Nakhmani, James G. Malcolm, Shawn Lankton
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