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) …

[HTML][HTML] SiamRhic: Improved Cross-Correlation and Ranking Head-Based Siamese Network for Object Tracking in Remote Sensing Videos

A Yang, Z Yang, W Feng - Remote Sensing, 2024 - mdpi.com
Object tracking in remote sensing videos is a challenging task in computer vision. Recent
advances in deep learning have sparked significant interest in tracking algorithms based on …

Online Multi-scale Classification and Global Feature Modulation for Robust Visual Tracking

Q Gao, M Yin, X Wu, D Liu, Y Bo - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recent advanced trackers, composed of discriminative classification and dedicated
bounding box estimation, have achieved remarkable advancements in performance of …

Consistent Representation Mining for Multi-Drone Single Object Tracking

Y Xue, G Jin, T Shen, L Tan, N Wang… - … on Circuits and …, 2024 - ieeexplore.ieee.org
Aerial tracking has received growing attention due to its broad practical applications.
However, single-view aerial trackers are still limited by challenges such as severe …

Siamada: visual tracking based on Siamese adaptive learning network

X Lu, F Li, W Yang - Neural Computing and Applications, 2024 - Springer
Recently, Siamese trackers based on region proposal networks (RPN) have gained a lot of
popularity. However, the design of RPN requires manual tuning of parameters such as …

Conditional Generative Denoiser for Nighttime UAV Tracking

Y Wang, C Fu, K Lu, L Yao, H Zuo - arXiv preprint arXiv:2409.16834, 2024 - arxiv.org
State-of-the-art (SOTA) visual object tracking methods have significantly enhanced the
autonomy of unmanned aerial vehicles (UAVs). However, in low-light conditions, the …

Long-term object tracking based on joint tracking and detection strategy with Siamese network

L Sun, J Zhang, Z Yang, D Gao, B Fan - Multimedia Systems, 2024 - Springer
In computer vision, Siamese network-based visual object tracking algorithms employ a
strategy of detecting the target in the vicinity of the previous tracking result, effectively …

无人机视角下基于深度学习的多目标跟踪研究进展.

杨洋, 宋品德, 钟春来, 曹立佳 - Journal of Computer …, 2023 - search.ebscohost.com
基于无人机平台的多目标跟踪在智慧城市, 农业生产, 灾害预警与搜救等多个领域有广泛的应用
前景. 与普通视角下的多目标跟踪相对成熟不同, 无人机视角下的多目标跟踪面临一系列尚未 …

End-to-end wavelet block feature purification network for efficient and effective UAV object tracking

H Wang, L Qi, H Qu, W Ma, W Yuan, W Hao - Journal of Visual …, 2023 - Elsevier
Recently, unmanned aerial vehicle (UAV) object tracking tasks have significantly improved
with the emergence of deep learning. However, owing to the object feature pollution caused …

Transformer Tracker Based on Multi-level Residual Perception Structure

Z Wang, H Chen, L Yuan, Y Ren, H Tian - International Conference on …, 2024 - Springer
Recently, Transformer networks have been used for feature extraction and calculation of
similarity in object tracking. This new structure is called one stream structure, and has …