Deep learning for visual tracking: A comprehensive survey

SM Marvasti-Zadeh, L Cheng… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Visual target tracking is one of the most sought-after yet challenging research topics in
computer vision. Given the ill-posed nature of the problem and its popularity in a broad …

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) …

Siamrpn++: Evolution of siamese visual tracking with very deep networks

B Li, W Wu, Q Wang, F Zhang… - Proceedings of the …, 2019 - openaccess.thecvf.com
Siamese network based trackers formulate tracking as convolutional feature cross-
correlation between target template and searching region. However, Siamese trackers still …

Got-10k: A large high-diversity benchmark for generic object tracking in the wild

L Huang, X Zhao, K Huang - IEEE transactions on pattern …, 2019 - ieeexplore.ieee.org
We introduce here a large tracking database that offers an unprecedentedly wide coverage
of common moving objects in the wild, called GOT-10k. Specifically, GOT-10k is built upon …

Deep learning in visual tracking: A review

L Jiao, D Wang, Y Bai, P Chen… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Deep learning (DL) has made breakthroughs in many computer vision tasks and also in
visual tracking. From the beginning of the research on the automatic acquisition of high …

A comprehensive review for typical applications based upon unmanned aerial vehicle platform

Y Han, H Liu, Y Wang, C Liu - IEEE Journal of Selected Topics …, 2022 - ieeexplore.ieee.org
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 …

Siamese visual object tracking: A survey

M Ondrašovič, P Tarábek - IEEE Access, 2021 - ieeexplore.ieee.org
Object tracking belongs to active research areas in computer vision. We are interested in
matching-based trackers exploiting deep machine learning known as Siamese trackers …

Siam-U-Net: encoder-decoder siamese network for knee cartilage tracking in ultrasound images

M Dunnhofer, M Antico, F Sasazawa, Y Takeda… - Medical Image …, 2020 - Elsevier
The tracking of the knee femoral condyle cartilage during ultrasound-guided minimally
invasive procedures is important to avoid damaging this structure during such interventions …

Transformers in single object tracking: An experimental survey

J Kugarajeevan, T Kokul, A Ramanan… - IEEE Access, 2023 - ieeexplore.ieee.org
Single-object tracking is a well-known and challenging research topic in computer vision.
Over the last two decades, numerous researchers have proposed various algorithms to …

A survey on siamese network: Methodologies, applications, and opportunities

Y Li, CLP Chen, T Zhang - IEEE Transactions on Artificial …, 2022 - ieeexplore.ieee.org
Siamese network has obtained growing attention in real-life applications. In this survey, we
present an comprehensive review on Siamese network from the aspects of methodologies …