Adaptive and background-aware vision transformer for real-time uav tracking
While discriminative correlation filters (DCF)-based trackers prevail in UAV tracking for their
favorable efficiency, lightweight convolutional neural network (CNN)-based trackers using …
favorable efficiency, lightweight convolutional neural network (CNN)-based trackers using …
SSPNet: Scale selection pyramid network for tiny person detection from UAV images
With the increasing demand for search and rescue, it is highly demanded to detect objects of
interest in large-scale images captured by unmanned aerial vehicles (UAVs), which is quite …
interest in large-scale images captured by unmanned aerial vehicles (UAVs), which is quite …
Learning target-aware vision transformers for real-time UAV tracking
In recent years, the field of unmanned aerial vehicle (UAV) tracking has grown rapidly,
finding numerous applications across various industries. While the discriminative correlation …
finding numerous applications across various industries. While the discriminative correlation …
Learning residue-aware correlation filters and refining scale for real-time uav tracking
S Li, Y Liu, Q Zhao, Z Feng - Pattern Recognition, 2022 - Elsevier
Unmanned aerial vehicle (UAV)-based tracking finds its applications in agriculture, aviation,
navigation, transportation and public security, etc and develops rapidly recently. However, …
navigation, transportation and public security, etc and develops rapidly recently. However, …
Learning adaptive and view-invariant vision transformer for real-time UAV tracking
Harnessing transformer-based models, visual tracking has made substantial strides.
However, the sluggish performance of current trackers limits their practicality on devices with …
However, the sluggish performance of current trackers limits their practicality on devices with …
Towards discriminative representations with contrastive instances for real-time uav tracking
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 load. …
due to the constraints of computing resources, battery capacity, and UAV maximum load. …
Identity-preserved human posture detection in infrared thermal images: A benchmark
Y Guo, Y Chen, J Deng, S Li, H Zhou - Sensors, 2022 - mdpi.com
Human pose estimation has a variety of real-life applications, including human action recognition,
AI-powered personal trainers, robotics, motion capture and augmented reality, gaming…
AI-powered personal trainers, robotics, motion capture and augmented reality, gaming…
Learning motion blur robust vision transformers with dynamic early exit for real-time UAV tracking
Recently, the surge in the adoption of single-stream architectures utilizing pre-trained ViT
backbones represents a promising advancement in the field of generic visual tracking. By …
backbones represents a promising advancement in the field of generic visual tracking. By …
Rank-based filter pruning for real-time uav tracking
Unmanned aerial vehicle (UAV) tracking has wide poten-tial applications in such as agriculture,
navigation, and public security. However, the limitations of computing resources, battery …
navigation, and public security. However, the limitations of computing resources, battery …
The 1st tiny object detection challenge: Methods and results
The 1st Tiny Object Detection (TOD) Challenge aims to encourage research in developing
novel and accurate methods for tiny object detection in images which have wide views, with a …
novel and accurate methods for tiny object detection in images which have wide views, with a …