Satellite video single object tracking: A systematic review and an oriented object tracking benchmark

Y Chen, Y Tang, Y **ao, Q Yuan, Y Zhang, F Liu… - ISPRS Journal of …, 2024 - Elsevier
Single object tracking (SOT) in satellite video (SV) enables the continuous acquisition of
position and range information of an arbitrary object, showing promising value in remote …

Handcrafted and deep trackers: Recent visual object tracking approaches and trends

M Fiaz, A Mahmood, S Javed, SK Jung - ACM Computing Surveys …, 2019 - dl.acm.org
In recent years, visual object tracking has become a very active research area. An
increasing number of tracking algorithms are being proposed each year. It is because …

TCTrack: Temporal contexts for aerial tracking

Z Cao, Z Huang, L Pan, S Zhang… - Proceedings of the …, 2022 - openaccess.thecvf.com
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 …

Hift: Hierarchical feature transformer for aerial tracking

Z Cao, C Fu, J Ye, B Li, Y Li - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
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 …

Probabilistic regression for visual tracking

M Danelljan, LV Gool, R Timofte - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Visual tracking is fundamentally the problem of regressing the state of the target in each
video frame. While significant progress has been achieved, trackers are still prone to failures …

SiamCAR: Siamese fully convolutional classification and regression for visual tracking

D Guo, J Wang, Y Cui, Z Wang… - Proceedings of the …, 2020 - openaccess.thecvf.com
By decomposing the visual tracking task into two subproblems as classification for pixel
category and regression for object bounding box at this pixel, we propose a novel fully …

The eighth visual object tracking VOT2020 challenge results

M Kristan, A Leonardis, J Matas, M Felsberg… - Computer Vision–ECCV …, 2020 - Springer
Abstract The Visual Object Tracking challenge VOT2020 is the eighth annual tracker
benchmarking activity organized by the VOT initiative. Results of 58 trackers are presented; …

Learning adaptive spatial-temporal context-aware correlation filters for UAV tracking

D Yuan, X Chang, Z Li, Z He - ACM Transactions on Multimedia …, 2022 - dl.acm.org
Tracking in the unmanned aerial vehicle (UAV) scenarios is one of the main components of
target-tracking tasks. Different from the target-tracking task in the general scenarios, the …

Human memory update strategy: a multi-layer template update mechanism for remote visual monitoring

S Liu, S Wang, X Liu, AH Gandomi… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In the era of rapid development of artificial intelligence, the integration of multimedia and
human-artificial intelligence has become an important research hotspot. Especially in the …

The seventh visual object tracking VOT2019 challenge results

M Kristan, J Matas, A Leonardis… - Proceedings of the …, 2019 - openaccess.thecvf.com
Abstract The Visual Object Tracking challenge VOT2019 is the seventh annual tracker
benchmarking activity organized by the VOT initiative. Results of 81 trackers are presented; …