Human-Robot Interaction - Theory and Application 2018
DOI: 10.5772/intechopen.74199
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Active Collaboration of Classifiers for Visual Tracking

Abstract: Recently, discriminative visual trackers obtain state-of-the-art performance, yet they suffer in the presence of different real-world challenges such as target motion and appearance changes. In a discriminative tracker, one or more classifiers are employed to obtain the target/nontarget label for the samples, which in turn determine the target's location. To cope with variations of the target shape and appearance, the classifier(s) are updated online with different samples of the target and the background. Sam… Show more

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References 78 publications
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