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

Y Chen, Y Tang, Y Xiao, 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 …

Siamese object tracking for unmanned aerial vehicle: A review and comprehensive analysis

C Fu, K Lu, G Zheng, J Ye, Z Cao, B Li, G Lu - Artificial Intelligence Review, 2023 - Springer
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) …

Generalized relation modeling for transformer tracking

S Gao, C Zhou, J Zhang - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Compared with previous two-stream trackers, the recent one-stream tracking pipeline, which
allows earlier interaction between the template and search region, has achieved a …

Learning spatio-temporal transformer for visual tracking

B Yan, H Peng, J Fu, D Wang… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
In this paper, we present a new tracking architecture with an encoder-decoder transformer
as the key component. The encoder models the global spatio-temporal feature …

Visible-thermal UAV tracking: A large-scale benchmark and new baseline

P Zhang, J Zhao, D Wang, H Lu… - Proceedings of the …, 2022 - openaccess.thecvf.com
With the popularity of multi-modal sensors, visible-thermal (RGB-T) object tracking is to
achieve robust performance and wider application scenarios with the guidance of objects' …

Exploring lightweight hierarchical vision transformers for efficient visual tracking

B Kang, X Chen, D Wang, H Peng… - Proceedings of the …, 2023 - openaccess.thecvf.com
Transformer-based visual trackers have demonstrated significant progress owing to their
superior modeling capabilities. However, existing trackers are hampered by low speed …

[HTML][HTML] Improved anti-occlusion object tracking algorithm using Unscented Rauch-Tung-Striebel smoother and kernel correlation filter

R Xia, Y Chen, B Ren - Journal of King Saud University-Computer and …, 2022 - Elsevier
Aiming at the existing problems that object tracking algorithm fails to track under the
influence of occlusion conditions, the paper has improved the Kernel Correlation Filter …

Visual object tracking with discriminative filters and siamese networks: a survey and outlook

S Javed, M Danelljan, FS Khan… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
Accurate and robust visual object tracking is one of the most challenging and fundamental
computer vision problems. It entails estimating the trajectory of the target in an image …

Siammask: A framework for fast online object tracking and segmentation

W Hu, Q Wang, L Zhang, L Bertinetto… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we introduce SiamMask, a framework to perform both visual object tracking
and video object segmentation, in real-time, with the same simple method. We improve the …

Mixformerv2: Efficient fully transformer tracking

Y Cui, T Song, G Wu, L Wang - Advances in Neural …, 2024 - proceedings.neurips.cc
Transformer-based trackers have achieved strong accuracy on the standard benchmarks.
However, their efficiency remains an obstacle to practical deployment on both GPU and …