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Proceedings Paper

Identification of metallic objects with various sizes and burial depths
Author(s): Mehmet Sezgin; Gülay Kaplan; Sencer Melih Deniz; Yıldırım Bahadırlar; Oğuz İçoğlu
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Paper Abstract

In this study, identification of the different metallic objects with various burial depths was considered. Metal Detector (MD) and Ground Penetrating Radar (GPR) were used to obtain metallic content and dielectric characteristic of the buried objects. Discriminative features were determined and calculated for data set. Six features were selected for metal detector and one for Ground Penetrating Radar. Twenty classification algorithms were examined to obtain the best classification method, for this data set. A Meta learner algorithm completed the classification process with 100% performance.

Paper Details

Date Published: 4 May 2009
PDF: 9 pages
Proc. SPIE 7303, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XIV, 730319 (4 May 2009); doi: 10.1117/12.818416
Show Author Affiliations
Mehmet Sezgin, TÜBİTAK Marmara Research Ctr. (Turkey)
Gülay Kaplan, TÜBİTAK Marmara Research Ctr. (Turkey)
Sencer Melih Deniz, TÜBİTAK Marmara Research Ctr. (Turkey)
Yıldırım Bahadırlar, TÜBİTAK Marmara Research Ctr. (Turkey)
Oğuz İçoğlu, TÜBİTAK Marmara Research Ctr. (Turkey)


Published in SPIE Proceedings Vol. 7303:
Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XIV
Russell S. Harmon; J. Thomas Broach; John H. Holloway Jr., Editor(s)

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