A comprehensive review for typical applications based upon unmanned aerial vehicle platform
Unmanned aerial vehicles (UAVs) have been widely applied in military and civilian fields
due to their flexibility and effectiveness. As a vital component of UAVs, the vision system has …
due to their flexibility and effectiveness. As a vital component of UAVs, the vision system has …
Siamese object tracking for unmanned aerial vehicle: A review and comprehensive analysis
Unmanned aerial vehicle (UAV)-based visual object tracking has enabled a wide range of
applications and attracted increasing attention in the field of artificial intelligence (AI) …
applications and attracted increasing attention in the field of artificial intelligence (AI) …
TCTrack: Temporal contexts for aerial tracking
Temporal contexts among consecutive frames are far from being fully utilized in existing
visual trackers. In this work, we present TCTrack, a comprehensive framework to fully exploit …
visual trackers. In this work, we present TCTrack, a comprehensive framework to fully exploit …
Hift: Hierarchical feature transformer for aerial tracking
Most existing Siamese-based tracking methods execute the classification and regression of
the target object based on the similarity maps. However, they either employ a single map …
the target object based on the similarity maps. However, they either employ a single map …
SiamAPN++: Siamese attentional aggregation network for real-time UAV tracking
Recently, the Siamese-based method has stood out from multitudinous tracking methods
owing to its state-of-the-art (SOTA) performance. Nevertheless, due to various special …
owing to its state-of-the-art (SOTA) performance. Nevertheless, due to various special …
Towards real-world visual tracking with temporal contexts
Visual tracking has made significant improvements in the past few decades. Most existing
state-of-the-art trackers 1) merely aim for performance in ideal conditions while overlooking …
state-of-the-art trackers 1) merely aim for performance in ideal conditions while overlooking …
Handling occlusion in uav visual tracking with query-guided redetection
Y Xue, T Shen, G **, L Tan, N Wang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Aerial tracking has recently shown significant potential in vision-based measurement.
Despite significant improvements, accurate occlusion tracking remains a difficult challenge …
Despite significant improvements, accurate occlusion tracking remains a difficult challenge …
Adaptive and background-aware vision transformer for real-time uav tracking
While discriminative correlation filters (DCF)-based trackers prevail in UAV tracking for their
favorable efficiency, lightweight convolutional neural network (CNN)-based trackers using …
favorable efficiency, lightweight convolutional neural network (CNN)-based trackers using …
Onboard information fusion for multisatellite collaborative observation: Summary, challenges, and perspectives
G Gao, L Yao, W Li, L Zhang… - IEEE Geoscience and …, 2023 - ieeexplore.ieee.org
Onboard information fusion for multisatellites, which is based on spatial computing mode,
can improve the satellites' capability, such as the spatial–temporal coverage, detection …
can improve the satellites' capability, such as the spatial–temporal coverage, detection …
Learning target-aware vision transformers for real-time UAV tracking
In recent years, the field of unmanned aerial vehicle (UAV) tracking has grown rapidly,
finding numerous applications across various industries. While the discriminative correlation …
finding numerous applications across various industries. While the discriminative correlation …