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4 May 2009 Identification of metallic objects with various sizes and burial depths
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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.
© (2009) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Mehmet Sezgin, Gülay Kaplan, Sencer Melih Deniz, Yıldırım Bahadırlar, and Oğuz İçoğlu "Identification of metallic objects with various sizes and burial depths", Proc. SPIE 7303, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XIV, 730319 (4 May 2009); https://doi.org/10.1117/12.818416
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