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Recent advances in intelligent processing of satellite video: Challenges, methods, and applications
Intelligent processing of satellite video focuses on extracting specific information of ground
objects and scenes from earth observation videos through intelligent image/video …
objects and scenes from earth observation videos through intelligent image/video …
SatSOT: A benchmark dataset for satellite video single object tracking
By imaging a specific area continuously, satellite video shows excellent capability in various
applications such as surveillance and traffic management. Although object tracking has …
applications such as surveillance and traffic management. Although object tracking has …
Object tracking in satellite videos by improved correlation filters with motion estimations
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 …
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
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 …
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 …
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
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 …
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
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 …
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
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 …
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
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 …
remote sensing images for object tracking. Object tracking in satellite videos is promising yet …
Very low-resolution moving vehicle detection in satellite videos
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 …
vehicles in satellite videos with low imaging quality. Some instability factors, such as …