Recent advances in intelligent processing of satellite video: Challenges, methods, and applications

S Li, X Sun, Y Gu, Y Lv, M Zhao, Z Zhou… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Intelligent processing of satellite video focuses on extracting specific information of ground
objects and scenes from earth observation videos through intelligent image/video …

SatSOT: A benchmark dataset for satellite video single object tracking

M Zhao, S Li, S Xuan, L Kou, S Gong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
By imaging a specific area continuously, satellite video shows excellent capability in various
applications such as surveillance and traffic management. Although object tracking has …

Object tracking in satellite videos by improved correlation filters with motion estimations

S Xuan, S Li, M Han, X Wan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As a new method of Earth observation, video satellite is capable of monitoring specific
events on the Earth's surface continuously by providing high-temporal resolution remote …

[HTML][HTML] Vehicle trajectory dataset from drone videos including off-ramp and congested traffic–Analysis of data quality, traffic flow, and accident risk

M Berghaus, S Lamberty, J Ehlers, E Kalló… - Communications in …, 2024 - Elsevier
Vehicle trajectory data have become essential for many research fields, such as traffic flow,
traffic safety, and automated driving. To make trajectory data useable for researchers, an …

Single target tracking in high-resolution satellite videos: a comprehensive review

X Huang, D Wang, Q Zhu, Y Zheng… - Geo-spatial Information …, 2024 - Taylor & Francis
With the development of dynamic acquisition technology for satellite video data, significant
progress in target tracking has been made in recent years. This progress plays an important …

HRSiam: High-resolution Siamese network, towards space-borne satellite video tracking

J Shao, B Du, C Wu, M Gong… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Tracking moving objects from space-borne satellite videos is a new and challenging task.
The main difficulty stems from the extremely small size of the target of interest. First, because …

Moving vehicle detection, tracking and traffic parameter estimation from a satellite video: A perspective on a smarter city

SA Ahmadi, A Ghorbanian… - International journal of …, 2019 - Taylor & Francis
Satellite remote sensing is undergoing a revolution in terms of sensors and temporal
coverage. The possibility of acquiring earth's surface video from space provides an …

A joint siamese attention-aware network for vehicle object tracking in satellite videos

W Song, L Jiao, F Liu, X Liu, L Li, S Yang… - … on Geoscience and …, 2022 - ieeexplore.ieee.org
Remote sensing object tracking (RSOT) is a novel and challenging problem due to the
negative effects of weak features and background noise. In this article, from the perspective …

Rotation adaptive correlation filter for moving object tracking in satellite videos

S Xuan, S Li, Z Zhao, Z Zhou, W Zhang, H Tan, G **a… - Neurocomputing, 2021 - Elsevier
As a new method of Earth observation, video satellite can provide high-temporal resolution
remote sensing images for object tracking. Object tracking in satellite videos is promising yet …

Very low-resolution moving vehicle detection in satellite videos

Z Pi, L Jiao, F Liu, X Liu, L Li, B Hou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article proposes a practical end-to-end neural network framework to detect tiny moving
vehicles in satellite videos with low imaging quality. Some instability factors, such as …