MP2Net: Mask Propagation and Motion Prediction Network for Multi-Object Tracking in Satellite Videos

M Zhao, S Li, H Wang, J Yang, Y Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Mainstream multiobject tracking (MOT) algorithms employ global object detection and
association methods. However, when dealing with scenarios involving crowded tiny objects …

Leveraging temporal-aware fine-grained features for robust multiple object tracking

H Wu, J Nie, Z Zhu, Z He, M Gao - The Journal of Supercomputing, 2023 - Springer
Existing multi-object trackers mainly apply the tracking-by-detection (TBD) paradigm and
have achieved remarkable success. However, the mainstream methods execute their …

MFACNet: A Multi-Frame Feature Aggregating and Inter-Feature Correlation Framework for Multi-Object Tracking in Satellite Videos

H Zhao, Y Shen, Z Wang, Q Zhang - Remote Sensing, 2024 - mdpi.com
Efficient multi-object tracking (MOT) in satellite videos is crucial for numerous applications,
ranging from surveillance to environmental monitoring. Existing methods often struggle with …

FSTrack: One-shot multi-object tracking algorithm based on feature enhancement and similarity

B He, L Yuan, K Lv - IEEE Signal Processing Letters, 2024 - ieeexplore.ieee.org
Recently, there has been a surge of interest in using one-shot methods for multi-object
tracking (MOT). These methods use a single network to produce both object detection …

Tracking beyond detection: learning a global response map for end-to-end multi-object tracking

X Wan, J Cao, S Zhou, J Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Most of the existing Multi-Object Tracking (MOT) approaches follow the Tracking-by-
Detection and Data Association paradigm, in which objects are firstly detected and then …

CFTracker: multi-object tracking with cross-frame connections in satellite videos

L Kong, Z Yan, Y Zhang, W Diao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Multi-object tracking (MOT) in satellite videos is an essential topic with many applications,
such as traffic monitoring and disaster response. However, many multi-object trackers that …

Multi-object tracking in satellite videos with graph-based multitask modeling

Q He, X Sun, Z Yan, B Li, K Fu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, satellite video has become an emerging means of earth observation, providing the
possibility of tracking moving objects. However, the existing multi-object trackers are …

Multi-object tracking meets moving UAV

S Liu, X Li, H Lu, Y He - … of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
Multi-object tracking in unmanned aerial vehicle (UAV) videos is an important vision task
and can be applied in a wide range of applications. However, conventional multi-object …

HRMOT: Two-Step Association Based Multi-object Tracking in Satellite Videos Enhanced by High-Resolution Feature Fusion

Y Wu, X Zhang, Q Liu, D Xue, H Sun, J Ren - International Conference on …, 2023 - Springer
Multi-object tracking in satellite videos (SV-MOT) is one of the most challenging tasks in
remote sensing, its difficulty mainly comes from the low spatial resolution, small target and …

Pixel-guided association for multi-object tracking

A Boragule, H Jang, N Ha, M Jeon - Sensors, 2022 - mdpi.com
Propagation and association tasks in Multi-Object Tracking (MOT) play a pivotal role in
accurately linking the trajectories of moving objects. Recently, modern deep learning models …