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31

ICIAP
2007
ACM

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Object Tracking at Multiple Levels of Spatial Resolutions

14 years 5 months ago

Object Tracking at Multiple Levels of Spatial Resolutions

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Tracking is usually performed at a single level of data resolution. This paper describes a multi-resolution tracking framework developed with efﬁciency and robustness in mind. Efﬁciency is achieved by processing low resolution data whenever possible. Robustness results from multiple level coarse-to-ﬁne searching in the tracking state space. We combine sequential ﬁltering both in time and resolution levels int a probabilistic framework. A color blob tracker is implemented and the tracking results are evaluated in a number of experiments.

Son Dinh Tran, Larry S. Davis

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ICIAP 2007 | Image Processing | Low Resolution Data | Multi-resolution Tracking Framework | Tracking State Space |

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Added	08 Jun 2010
Updated	08 Jun 2010
Type	Conference
Year	2007
Where	ICIAP
Authors	Son Dinh Tran, Larry S. Davis

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