Towards discriminative representations with contrastive instances for real-time uav tracking

D Zeng, M Zou, X Wang, S Li - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Maintaining high efficiency and high precision are two fundamental challenges in UAV
tracking due to the constraints of computing resources, battery capacity, and UAV maximum …

Enhancing UAV tracking: a focus on discriminative representations using contrastive instances

X Wang, D Zeng, Y Li, M Zou, Q Zhao, S Li - Journal of Real-Time Image …, 2024 - Springer
Addressing the core challenges of achieving both high efficiency and precision in UAV
tracking is crucial due to limitations in computing resources, battery capacity, and maximum …

Learning disentangled representation with mutual information maximization for real-time uav tracking

X Wang, X Yang, H Ye, S Li - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Efficiency has been a critical problem in UAV tracking due to limitations in computation
resources, battery capacity, and unmanned aerial vehicle maximum load. Although …

Real-Time UAV Tracking Through Disentangled Representation With Mutual Information Maximization

H Ye, X Yang, Y Wu, X Wang, Y Li, S Li - IEEE Access, 2024 - ieeexplore.ieee.org
Efficient UAV tracking faces challenges due to limited onboard resources, short battery life,
and payload constraints. Discriminative correlation filters (DCF)-based trackers have …