Proceedings of the The 1st International Workshop on Cloud Computing and Information Security

Space Target Identification based on RBF Neural Network Ensembles

Authors
Zhao Jubo
Corresponding Author
Zhao Jubo
Available Online November 2013.
DOI
10.2991/ccis-13.2013.100How to use a DOI?
Keywords
neural network ensembles; RBF neural networks; target identification; space target identification
Abstract

Space target identification is very important to space security. In practice, identification of satellites from space images is very useful and difficult. After preprocessing of space images, the object in the space images need to be classified as satellites or not using classification algorithms. In this paper, we propose to use RBF neural network ensemble to identify satellites in the space images. The simulation system for space target identification is constructed; the total identification process is tested and the experiment results are analyzed. The correct identification ratio is larger than 90% when there are three satellites in the system, and the correct ratio is about 85% when there are six satellites. These results demonstrate that this method has a promising identification effect.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the The 1st International Workshop on Cloud Computing and Information Security
Series
Advances in Intelligent Systems Research
Publication Date
November 2013
ISBN
10.2991/ccis-13.2013.100
ISSN
1951-6851
DOI
10.2991/ccis-13.2013.100How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Zhao Jubo
PY  - 2013/11
DA  - 2013/11
TI  - Space Target Identification based on RBF Neural Network Ensembles
BT  - Proceedings of the The 1st International Workshop on Cloud Computing and Information Security
PB  - Atlantis Press
SP  - 432
EP  - 436
SN  - 1951-6851
UR  - https://doi.org/10.2991/ccis-13.2013.100
DO  - 10.2991/ccis-13.2013.100
ID  - Jubo2013/11
ER  -