Motion based DBSCAN for object tracking in satellite video

Moving object tracking in satellite imagery is a hot topic in remote sensing. The size of the object's motion is tiny in scale compared to the entire frame. Because satellite images are in continuous motion, the momentum of the motion of the moving object is disturbed by the satellite motion. I...

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Bibliographic Details
Main Authors: Xu, Guo-Cheng, Lee, Pei-Jun, Bui, Trong-An
Format: Conference Proceeding
Language:English
Subjects:
Consumer electronics
DBSCAN
Euclidean distance
Feature extraction
Object tracking
Optical flow
Remote sensing
Satellite images
satellite video
Satellites
Target tracking
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Summary:Moving object tracking in satellite imagery is a hot topic in remote sensing. The size of the object's motion is tiny in scale compared to the entire frame. Because satellite images are in continuous motion, the momentum of the motion of the moving object is disturbed by the satellite motion. In order to detect moving objects in satellite images, this paper proposes an improved algorithm for target tracking in satellite images based on the DBSCAN to track targets. The experimental results show that objects are successfully tracked in satellite images using the algorithm proposed in this study.
ISSN:2575-8284
DOI:10.1109/ICCE-Taiwan58799.2023.10226666