2023
DOI: 10.3390/s23177516
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Scale-Aware Tracking Method with Appearance Feature Filtering and Inter-Frame Continuity

Haiyu He,
Zhen Chen,
Zhen Li
et al.

Abstract: Visual object tracking is a fundamental task in computer vision that requires estimating the position and scale of a target object in a video sequence. However, scale variation is a difficult challenge that affects the performance and robustness of many trackers, especially those based on the discriminative correlation filter (DCF). Existing scale estimation methods based on multi-scale features are computationally expensive and degrade the real-time performance of the DCF-based tracker, especially in scenario… Show more

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