Proceedings of the 2016 7th International Conference on Education, Management, Computer and Medicine (EMCM 2016)

Research on the SAR Image Target Tracking Algorithm Based on Sparse Representation and Dictionary Learning

Authors
Wenzhun Huang, Xinxin Xie
Corresponding Author
Wenzhun Huang
Available Online February 2017.
DOI
https://doi.org/10.2991/emcm-16.2017.82How to use a DOI?
Keywords
SAR image; Target tracking; Dictionary learning; Sparse representation; Algorithm
Abstract

In this paper, we conduct research on the SAR image target tracking algorithm based on the sparse representation and dictionary learning. The key technology of target tracking is to target can be extracted from the image detection, and to establish corresponding relationship with tracked target. Search target is extracted by testing on the whole image is very time consuming, in order to meet the requirements of real-time target tracking as should as far as possible to narrow the search scope in the entire image. By means of the criterion of correlation coefficient measurement to reflect the effect of target tracking, change according to the similarity of a certain strategy that is used to determine trace template, can effectively reduce the error updating the template. Under this background, our proposed methodology is feasible for enhancing the traditional approaches.

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/).

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Volume Title
Proceedings of the 2016 7th International Conference on Education, Management, Computer and Medicine (EMCM 2016)
Series
Advances in Computer Science Research
Publication Date
February 2017
ISBN
978-94-6252-297-8
ISSN
2352-538X
DOI
https://doi.org/10.2991/emcm-16.2017.82How 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  - Wenzhun Huang
AU  - Xinxin Xie
PY  - 2017/02
DA  - 2017/02
TI  - Research on the SAR Image Target Tracking Algorithm Based on Sparse Representation and Dictionary Learning
BT  - Proceedings of the 2016 7th International Conference on Education, Management, Computer and Medicine (EMCM 2016)
PB  - Atlantis Press
SN  - 2352-538X
UR  - https://doi.org/10.2991/emcm-16.2017.82
DO  - https://doi.org/10.2991/emcm-16.2017.82
ID  - Huang2017/02
ER  -