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Generalized Kernel-Based Visual Tracking

Shen, Chunhua; Kim, Junae; Wang, Hanzi


Kernel-based mean shift (MS) trackers have proven to be a promising alternative to stochastic particle filtering trackers. Despite its popularity, MS trackers have two fundamental drawbacks: 1) the template model can only be built from a single image, and 2) it is difficult to adaptively update the template model. In this paper, we generalize the plain MS trackers and attempt to overcome these two limitations. It is well known that modeling and maintaining a representation of a target object is...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Journal article
Source: IEEE Transactions on Circuits and Systems for Video Technology
DOI: 10.1109/TCSVT.2009.2031393


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