Boni, Andrea and Conci, Massimo and Massa, Andrea and Piffer, Stefano (2011) On The Use Of SVM For Electromagnetic Subsurface Sensing. UNSPECIFIED. (Unpublished)
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Abstract
In this paper, a classification approach for the real-time identification of “occupation” areas (instead of the detection of each subsurface object) in sub-surface sensing applications is applied. A suitable SVM-based strategy is developed for determining the probability of occurrence of buried targets and to define a “risk map” of the investigation domain. To assess the effectiveness of the proposed approach and to evaluate its robustness, selected numerical results related to a two-dimensional geometry are presented.
Item Type: | Departmental Technical Report |
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Department or Research center: | Information Engineering and Computer Science |
Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7885 Computer Engineering Q Science > QC Physics (General) > QC661 Electromagnetic Theory Q Science > QC Physics (General) > QC760 Electromagnetism |
Report Number: | DISI-11-278 |
Repository staff approval on: | 10 May 2011 |
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