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Two-stage fuzzy fusion with applications to through-the-wall radar imaging

Journal Article


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Abstract


  • A two-stage fuzzy image fusion approach, which combines multiple radar images of the same scene, is proposed to produce a more informative image. In this approach, two different image fusion methods are first applied. Then, a fuzzy logic fusion method is applied to the outputs of the first fusion stage. The performance of the proposed approach is evaluated on through-the-wall radar images obtained using different polarizations. Experimental results show that the proposed approach enhances image quality by producing outputs with high target intensity values and low clutter. © 2012 IEEE.

Publication Date


  • 2013

Citation


  • C. Hau. Seng, A. Bouzerdoum, M. G. Amin & S. Phung, "Two-stage fuzzy fusion with applications to through-the-wall radar imaging," IEEE Geoscience and Remote Sensing Letters, vol. 10, (4) pp. 687-691, 2013.

Scopus Eid


  • 2-s2.0-84870922990

Ro Full-text Url


  • http://ro.uow.edu.au/cgi/viewcontent.cgi?article=2205&context=eispapers

Ro Metadata Url


  • http://ro.uow.edu.au/eispapers/1196

Has Global Citation Frequency


Number Of Pages


  • 4

Start Page


  • 687

End Page


  • 691

Volume


  • 10

Issue


  • 4

Place Of Publication


  • United States

Abstract


  • A two-stage fuzzy image fusion approach, which combines multiple radar images of the same scene, is proposed to produce a more informative image. In this approach, two different image fusion methods are first applied. Then, a fuzzy logic fusion method is applied to the outputs of the first fusion stage. The performance of the proposed approach is evaluated on through-the-wall radar images obtained using different polarizations. Experimental results show that the proposed approach enhances image quality by producing outputs with high target intensity values and low clutter. © 2012 IEEE.

Publication Date


  • 2013

Citation


  • C. Hau. Seng, A. Bouzerdoum, M. G. Amin & S. Phung, "Two-stage fuzzy fusion with applications to through-the-wall radar imaging," IEEE Geoscience and Remote Sensing Letters, vol. 10, (4) pp. 687-691, 2013.

Scopus Eid


  • 2-s2.0-84870922990

Ro Full-text Url


  • http://ro.uow.edu.au/cgi/viewcontent.cgi?article=2205&context=eispapers

Ro Metadata Url


  • http://ro.uow.edu.au/eispapers/1196

Has Global Citation Frequency


Number Of Pages


  • 4

Start Page


  • 687

End Page


  • 691

Volume


  • 10

Issue


  • 4

Place Of Publication


  • United States