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Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking
Results indicate that integrating our proposed method into state-of-art adaptive Siamese trackers can increase the potential benefits of a template update strategy, and significantly improve performance.
Generative Target Update for Adaptive Siamese Tracking
This paper proposes a model adaptation method for Siamese trackers that uses a generative model to produce a synthetic template from the object search regions of several previous frames, rather than directly using the tracker output.
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