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) …

Transformer meets remote sensing video detection and tracking: A comprehensive survey

L Jiao, X Zhang, X Liu, F Liu, S Yang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Transformer has shown excellent performance in remote sensing field with long-range
modeling capabilities. Remote sensing video (RSV) moving object detection and tracking …

Efficient inductive vision transformer for oriented object detection in remote sensing imagery

C Zhang, J Su, Y Ju, KM Lam… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Object detection is a fundamental task in remote sensing image analysis and scene
understanding. Previous remote sensing object detectors are typically based on …

Towards real-world visual tracking with temporal contexts

Z Cao, Z Huang, L Pan, S Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Visual tracking has made significant improvements in the past few decades. Most existing
state-of-the-art trackers 1) merely aim for performance in ideal conditions while overlooking …

Odtrack: Online dense temporal token learning for visual tracking

Y Zheng, B Zhong, Q Liang, Z Mo, S Zhang… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Online contextual reasoning and association across consecutive video frames are critical to
perceive instances in visual tracking. However, most current top-performing trackers …

SiamMDM: an adaptive fusion network with dynamic template for real-time satellite video single object tracking

J Yang, Z Pan, Z Wang, B Lei… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Tracking moving targets in satellite videos has attracted wide attention recently. However,
the development of target tracking in satellite videos is much slower than that in general …

Adaptive and background-aware vision transformer for real-time uav tracking

S Li, Y Yang, D Zeng, X Wang - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
While discriminative correlation filters (DCF)-based trackers prevail in UAV tracking for their
favorable efficiency, lightweight convolutional neural network (CNN)-based trackers using …

Learning target-aware vision transformers for real-time UAV tracking

S Li, X Yang, X Wang, D Zeng, H Ye… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, the field of unmanned aerial vehicle (UAV) tracking has grown rapidly,
finding numerous applications across various industries. While the discriminative correlation …

Large-vocabulary 3d diffusion model with transformer

Z Cao, F Hong, T Wu, L Pan, Z Liu - arxiv preprint arxiv:2309.07920, 2023 - arxiv.org
Creating diverse and high-quality 3D assets with an automatic generative model is highly
desirable. Despite extensive efforts on 3D generation, most existing works focus on the …

Smalltrack: Wavelet pooling and graph enhanced classification for uav small object tracking

Y Xue, G **, T Shen, L Tan, N Wang… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Aerial object tracking has recently shown great potential in the field of remote sensing.
However, small objects with limited feature information pose a huge challenge to aerial …