Brain-inspired remote sensing foundation models and open problems: A comprehensive survey
The foundation model (FM) has garnered significant attention for its remarkable transfer
performance in downstream tasks. Typically, it undergoes task-agnostic pretraining on a …
performance in downstream tasks. Typically, it undergoes task-agnostic pretraining on a …
Multiple Pedestrian Tracking Under Occlusion: A Survey and Outlook
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 …
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 …
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
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 …
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 …
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 …
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 …
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
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 …
features. Existing multi-object tracking algorithms generally focus on singlemodality scenes …
SIRS: Multi-task Joint Learning for Remote Sensing Foreground-entity Image-text Retrieval
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 …
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 …
individually. However, under acute viewpoint variation and occlusion, there may exist …