Formation of attribute spaces using wavelets in automatic classification of explosives

  • Authors:

  • Nikolai Shopov;Rajcho Ilarionov;Ivan Simeonov;Hristo Kilifarev

  • Affiliations:

  • University of Food Technologies - Plovdiv;Technical University of Gabrovo;Technical University of Gabrovo;Technical University of Gabrovo

  • Venue:
  • CompSysTech '08 Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
  • Year:
  • 2008

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Abstract

The non-contact automatic on-line classification of explosives is a multi-aspect task. It involves choosing the method of information gathering, planning and conduction of experiments, choosing a classifier, formation of training and control samples, synthesis and reduction of recognition attributes, etc. This paper presents the results of conducted experiments for non-contact ultrasonic information gathering, formation of attribute spaces by means of wavelet transformations and an automatic classification of explosives.