A Novel Incremental Multi-Template Update Strategy for Robust Object Tracking
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DOI: 10.1109/access.2020.3021786
Abstract: In the field of correlation filter object tracking, the traditional template-update method easily causes template drift, so it performs poorly in complex scenes. To enhance the robustness of the template, a novel incremental multi-template update… read more here.
Keywords: template; template update; incremental multi; multi template ... See more keywords
Dynamic Learning Rate of Template Update for Visual Target Tracking
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DOI: 10.3390/math11091988
Abstract: The trackers based on discriminative correlation filter (DCF) have achieved remarkable performance in visual target tracking in recent years. Since the targets are usually affected by various factors such as deformation, rotation, motion blur and… read more here.
Keywords: learning rate; visual target; target; template update ... See more keywords