Proceedings of the 2nd 2016 International Conference on Sustainable Development (ICSD 2016)

Research on Target Polarization Recognition and Classification Based on BP Neural Network

Authors
Bang Wu, Qi Jia, Wei-Dong Xu, Xu-Liang Lv, Jiang-Hua Hu
Corresponding Author
Bang Wu
Available Online December 2016.
DOI
10.2991/icsd-16.2017.99How to use a DOI?
Keywords
Polarization Detection; Stokes Parameter, BP neural network; Recognition.
Abstract

Polarization detection technology has become an important means of detection technology. This paper discusses the principle and measuring method of polarization detection, typical features and the polarization characteristics, such as rock, concrete, soil, vegetation and military targets. According to the feature of polarization information, the model of target polarization recognition and classification based on BP neural network is constructed. And to validate the precision of this recognition and classification method t the experiment is organized. The results show that the scattering light polarization information as the classification basis is reliable and the model accuracy reached more than 85%, which have a good performance and can be used in many areas.

Copyright
© 2017, 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/).

Download article (PDF)

Volume Title
Proceedings of the 2nd 2016 International Conference on Sustainable Development (ICSD 2016)
Series
Advances in Engineering Research
Publication Date
December 2016
ISBN
978-94-6252-293-0
ISSN
2352-5401
DOI
10.2991/icsd-16.2017.99How to use a DOI?
Copyright
© 2017, 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  - Bang Wu
AU  - Qi Jia
AU  - Wei-Dong Xu
AU  - Xu-Liang Lv
AU  - Jiang-Hua Hu
PY  - 2016/12
DA  - 2016/12
TI  - Research on Target Polarization Recognition and Classification Based on BP Neural Network
BT  - Proceedings of the 2nd 2016 International Conference on Sustainable Development (ICSD 2016)
PB  - Atlantis Press
SP  - 453
EP  - 455
SN  - 2352-5401
UR  - https://doi.org/10.2991/icsd-16.2017.99
DO  - 10.2991/icsd-16.2017.99
ID  - Wu2016/12
ER  -