Wavelet classifiers for Bulgarian sorting machines ASM 501

  • Authors:

  • Nikolay Shopov;Veselin Nachev;Chavdar Damyanov;Tanya Titova

  • Affiliations:

  • -;-;-;-

  • Venue:
  • CompSysTech '09 Proceedings of the International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
  • Year:
  • 2009

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Abstract

The paper presents the results of a research on the possibilities of improving the automatic classifiers of ASM 501, Bulgarian sorting machines for fruit and vegetables. The research was carried out along the lines of eliminating heuristic approaches in forming the classifier feature space through strict mathematical proofs of the synthesis procedures using the Discrete Wavelet Transform (DWT). The paper includes a classifier utilizing the Support Vector Machines method.