14th International Conference on Image Analysis and Processing (ICIAP 2007) Object Tracking at Multiple Levels of Spatial Resolutions Modena, Italy September 10-September 14 ISBN: 0-7695-2877-5
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICIAP.2007.95
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.
Citation:
Son D. Tran, Larry S. Davis, "Object Tracking at Multiple Levels of Spatial Resolutions," iciap, pp.149-154, 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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