On The Use Of SVM For Electromagnetic Subsurface Sensing

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 (Unpublished)

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    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
    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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