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 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) …

Mutation sensitive correlation filter for real-time UAV tracking with adaptive hybrid label

G Zheng, C Fu, J Ye, F Lin… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) based visual tracking has been confronted with numerous
challenges, eg, object motion and occlusion. These challenges generally introduce …

Intelligent framework for automated failure prediction, detection, and classification of mission critical autonomous flights

MW Ahmad, MU Akram, R Ahmad, K Hameed… - ISA transactions, 2022 - Elsevier
Autonomous flights are the major industry contributors towards next-generation
developments in pervasive and ubiquitous computing. Modern aerial vehicles are designed …

UAV tracking based on correlation filters with dynamic aberrance-repressed temporal regularizations

H Zhang, Y Li, Y Yang, Y Feng, Y Li… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
As a significant research direction in remote sensing fields, unmanned aerial vehicles
(UAVs) tracking has achieved rapid development in recent years. However, due to limited …

Perceiving temporal environment for correlation filters in real-time UAV tracking

F Zhang, S Ma, Y Zhang, Z Qiu - IEEE Signal Processing Letters, 2021 - ieeexplore.ieee.org
Discriminative correlation filter (DCF)-based methods applied for UAV object tracking have
received widespread attention due to their high efficiency. However, these methods are …

[HTML][HTML] Robust visual tracking using very deep generative model

ER AlBasiouny, AF Attia, HE Abdelmunim, HM Abbas - Journal of Big Data, 2023 - Springer
Deep learning algorithms provide visual tracking robustness at an unprecedented level, but
realizing an acceptable performance is still challenging because of the natural continuous …

[HTML][HTML] Learning future-aware correlation filters for efficient UAV tracking

F Zhang, S Ma, L Yu, Y Zhang, Z Qiu, Z Li - Remote Sensing, 2021 - mdpi.com
In recent years, discriminative correlation filter (DCF)-based trackers have made
considerable progress and drawn widespread attention in the unmanned aerial vehicle …

[HTML][HTML] Spatio-temporal joint aberrance suppressed correlation filter for visual tracking

L Xu, P Kim, M Wang, J Pan, X Yang, M Gao - Complex & Intelligent …, 2022 - Springer
The discriminative correlation filter (DCF)-based tracking methods have achieved
remarkable performance in visual tracking. However, the existing DCF paradigm still suffers …

Learning target-aware background-suppressed correlation filters with dual regression for real-time UAV tracking

F Zhang, S Ma, Z Qiu, T Qi - Signal Processing, 2022 - Elsevier
Traditional discriminative correlation filters have been rapidly developed in UAV tracking
field due to their effectiveness and computational efficiency. Unfortunately, these methods …