Multiple objects tracking in the UAV system based on hierarchical deep high-resolution network

Robust and high-performance visual multi-object tracking is a big challenge in computer vision, especially in a drone scenario. In this paper, an online Multi-Object Tracking (MOT) approach in the UAV system is proposed to handle small target detections and class imbalance challenges, which integrat...

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Veröffentlicht in:	Multimedia tools and applications 2021-04, Vol.80 (9), p.13911-13929
Hauptverfasser:	Huang, Wei, Zhou, Xiaoshu, Dong, Mingchao, Xu, Huaiyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Computer Communication Networks Computer Science Computer vision Data Structures and Information Theory Deep learning Distance learning Drones Feature extraction High resolution Machine learning Multimedia Multimedia Information Systems Multiple target tracking Neural networks Object recognition Sensors Special Purpose and Application-Based Systems Target recognition Unmanned aerial vehicles
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