Instance-Based Feature Pyramid for Visual Object Tracking

The deep learning based methods have improved the visual tracking precision significantly. However, the background distraction and the high precise localization remain challenging problems. Despite that some methods have fused the deep and shallow layer features to solve these problems, the existing...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2022-06, Vol.32 (6), p.3774-3787
Hauptverfasser:	Pi, Zhixiong, Shao, Yuanjie, Gao, Changxin, Sang, Nong
Format:	Artikel
Sprache:	eng
Schlagworte:	Correlation Feature extraction feature fusion Fuses Localization Modules Optical tracking Proposals Siamese tracker Target tracking Training visual tracking Visualization
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