BACTrack: Building Appearance Collection for Aerial Tracking

Siamese network-based trackers have shown remarkable success in aerial tracking. Most previous works, however, usually perform template matching only between the initial template and the search region and thus fail to deal with rapidly changing targets that often appear in aerial tracking. As a reme...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2024-06, Vol.34 (6), p.5002-5017
Hauptverfasser:	Liu, Xincong, Xu, Tingfa, Wang, Ying, Yu, Zhinong, Yuan, Xiaoying, Qin, Haolin, Li, Jianan
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Autonomous aerial vehicles Collection Discriminators Feature extraction Head multi-template fusion Object tracking Platforms Target tracking Task analysis Template matching temporal information Tracking Transformers UAV tracking Unmanned aerial vehicles
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