@unpublished{elediasc12490, title = {On The Use Of SVM For Electromagnetic Subsurface Sensing}, month = {January}, author = {Andrea Boni and Massimo Conci and Andrea Massa and Stefano Piffer}, year = {2010}, publisher = {University of Trento}, url = {http://www.eledia.org/students-reports/490/}, 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.} }