Recognition of SAR image based on combined templates

Kaiqi Liu; Wenguang Wang; Zuowei Sun

doi:10.1109/IST.2013.6729707

Recognition of SAR image based on combined templates

Kaiqi Liu, Wenguang Wang, Zuowei Sun

Beihang University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

In this paper, a new recognition algorithm of SAR image which is based on combined templates has been proposed. The new algorithm is based on the traditional mean templates recognition. We use some statistical information of the training samples to make a refusing threshold, which is expected to have the ability that can refuse the non-template-class targets effectively. Meanwhile, the proposed combined templates algorithm can re-recognize those refused targets by another target recognition method called recognition based on features of graphic image knowledge so that we can improve the final recognizing efficiency. Finally, we use MSTAR database to detect the target recognition ability, which can indicate that the algorithm we proposed is effective.

Original language	English
Title of host publication	IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings
Pages	284-287
Number of pages	4
DOIs	https://doi.org/10.1109/IST.2013.6729707
Publication status	Published - 2013
Externally published	Yes
Event	2013 IEEE International Conference on Imaging Systems and Techniques, IST 2013 - Beijing, China Duration: 22 Oct 2013 → 23 Oct 2013

Publication series

Name	IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings

Conference

Conference	2013 IEEE International Conference on Imaging Systems and Techniques, IST 2013
Country/Territory	China
City	Beijing
Period	22/10/13 → 23/10/13

Keywords

Automatic Target Recognition
graphic image feature
mean templates
refusing threshold

Access to Document

10.1109/IST.2013.6729707

Cite this

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title = "Recognition of SAR image based on combined templates",

abstract = "In this paper, a new recognition algorithm of SAR image which is based on combined templates has been proposed. The new algorithm is based on the traditional mean templates recognition. We use some statistical information of the training samples to make a refusing threshold, which is expected to have the ability that can refuse the non-template-class targets effectively. Meanwhile, the proposed combined templates algorithm can re-recognize those refused targets by another target recognition method called recognition based on features of graphic image knowledge so that we can improve the final recognizing efficiency. Finally, we use MSTAR database to detect the target recognition ability, which can indicate that the algorithm we proposed is effective.",

keywords = "Automatic Target Recognition, graphic image feature, mean templates, refusing threshold",

author = "Kaiqi Liu and Wenguang Wang and Zuowei Sun",

year = "2013",

doi = "10.1109/IST.2013.6729707",

language = "English",

isbn = "9781467357906",

series = "IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings",

pages = "284--287",

booktitle = "IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings",

note = "2013 IEEE International Conference on Imaging Systems and Techniques, IST 2013 ; Conference date: 22-10-2013 Through 23-10-2013",

}

Liu, K, Wang, W & Sun, Z 2013, Recognition of SAR image based on combined templates. in IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings., 6729707, IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings, pp. 284-287, 2013 IEEE International Conference on Imaging Systems and Techniques, IST 2013, Beijing, China, 22/10/13. https://doi.org/10.1109/IST.2013.6729707

Recognition of SAR image based on combined templates. / Liu, Kaiqi; Wang, Wenguang; Sun, Zuowei.
IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings. 2013. p. 284-287 6729707 (IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Recognition of SAR image based on combined templates

AU - Liu, Kaiqi

AU - Wang, Wenguang

AU - Sun, Zuowei

PY - 2013

Y1 - 2013

N2 - In this paper, a new recognition algorithm of SAR image which is based on combined templates has been proposed. The new algorithm is based on the traditional mean templates recognition. We use some statistical information of the training samples to make a refusing threshold, which is expected to have the ability that can refuse the non-template-class targets effectively. Meanwhile, the proposed combined templates algorithm can re-recognize those refused targets by another target recognition method called recognition based on features of graphic image knowledge so that we can improve the final recognizing efficiency. Finally, we use MSTAR database to detect the target recognition ability, which can indicate that the algorithm we proposed is effective.

AB - In this paper, a new recognition algorithm of SAR image which is based on combined templates has been proposed. The new algorithm is based on the traditional mean templates recognition. We use some statistical information of the training samples to make a refusing threshold, which is expected to have the ability that can refuse the non-template-class targets effectively. Meanwhile, the proposed combined templates algorithm can re-recognize those refused targets by another target recognition method called recognition based on features of graphic image knowledge so that we can improve the final recognizing efficiency. Finally, we use MSTAR database to detect the target recognition ability, which can indicate that the algorithm we proposed is effective.

KW - Automatic Target Recognition

KW - graphic image feature

KW - mean templates

KW - refusing threshold

UR - https://www.scopus.com/pages/publications/84894436752

U2 - 10.1109/IST.2013.6729707

DO - 10.1109/IST.2013.6729707

M3 - Conference contribution

AN - SCOPUS:84894436752

SN - 9781467357906

T3 - IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings

SP - 284

EP - 287

BT - IST 2013 - 2013 IEEE International Conference on Imaging Systems and Techniques, Proceedings

T2 - 2013 IEEE International Conference on Imaging Systems and Techniques, IST 2013

Y2 - 22 October 2013 through 23 October 2013

ER -

Recognition of SAR image based on combined templates

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Conference

Keywords

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