Brain-inspired remote sensing foundation models and open problems: A comprehensive survey

L Jiao, Z Huang, X Lu, X Liu, Y Yang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The foundation model (FM) has garnered significant attention for its remarkable transfer
performance in downstream tasks. Typically, it undergoes task-agnostic pretraining on a …

Multiple Pedestrian Tracking Under Occlusion: A Survey and Outlook

Z Sun, G Wei, W Fu, M Ye, K Jiang… - … on Circuits and …, 2024 - ieeexplore.ieee.org
As an intermediate task in computer vision, multiple pedestrian tracking (MPT) aiming at
tracking the pedestrians from a given video, has attracted attention due to its potential …

[HTML][HTML] HRTracker: multi-object tracking in satellite video enhanced by high-resolution feature fusion and an adaptive data association

Y Wu, Q Liu, H Sun, D Xue - Remote Sensing, 2024 - mdpi.com
Multi-object tracking in satellite videos (SV-MOT) is an important task with many
applications, such as traffic monitoring and disaster response. However, the widely studied …

[HTML][HTML] TabCtNet: Target-aware bilateral CNN-transformer network for single object tracking in satellite videos

Q Zhu, X Huang, Q Guan - … Journal of Applied Earth Observation and …, 2024 - Elsevier
Satellite video object tracking has become an emerging technology for dynamically
observing the earth, providing the possibility for tracking moving objects in a short time …

Advancing Multi-Object Tracking for Small Vehicles in Satellite Videos: A More Focused and Continuous Approach

X Liao, Y Li, J He, X Jin, Y Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the development of satellite videos, multiobject tracking (MOT) in satellite video is
possible and has become a new challenging task. The challenges of the task are mainly …

Multiple Object Tracking in Satellite Video With Graph-Based Multi-Clue Fusion Tracker

H Chen, N Li, D Li, J Lv, W Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the rapid advancement of satellite technology, satellite video has emerged as a key
method for acquiring dynamic terrestrial information, facilitating multiple object tracking …

MCTracker: Satellite video multi-object tracking considering inter-frame motion correlation and multi-scale cascaded feature enhancement

B Wang, H Sui, G Ma, Y Zhou - ISPRS Journal of Photogrammetry and …, 2024 - Elsevier
The video data captured by satellites, colloquially referred to as “gazing,” holds significant
value for analyzing object status and dynamically tracking movements. Such data and their …

Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T Videos

Q Xu, L Wang, W Sheng, Y Wang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Tracking multiple tiny objects is highly challenging due to their weak appearance and limited
features. Existing multi-object tracking algorithms generally focus on singlemodality scenes …

SIRS: Multi-task Joint Learning for Remote Sensing Foreground-entity Image-text Retrieval

Z Zhu, J Kang, W Diao, Y Feng, J Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The essence of improving the effect of cross-modal image–text retrieval (CIR) lies in the finer-
grained modeling of homogeneous features between modalities. However, in remote …

Learning a robust topological relationship for online multi-object tracking in UAV scenarios

C Deng, J Wu, Y Han, W Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Many existing multiobject tracking (MOT) methods tend to model each object's feature
individually. However, under acute viewpoint variation and occlusion, there may exist …