Analysis of similarity and difference of images. Modified classification method on a basis of correlation matrix

Authors

  • A. I. Rybin National Technical University of Ukraine "Kyiv Polytechnic Institute", Ukraine https://orcid.org/0000-0003-4443-1075
  • Yu. Kh. Nizhebetskaya National Technical University of Ukraine "Kyiv Polytechnic Institute", Ukraine
  • O. N. Kuz'menko National Technical University of Ukraine "Kyiv Polytechnic Institute", Ukraine
  • I. A. Rybina National Technical University of Ukraine "Kyiv Polytechnic Institute", Ukraine https://orcid.org/0000-0002-3018-2875

DOI:

https://doi.org/10.3103/S0735272710110038

Keywords:

classification, correlation matrix, matched filtering, normal transformation

Abstract

Comparison of classifier on a basis of normal transformation, classical linear matched filtering and proposed method is carried out. It is proposed a modification of classification of signals (images) on a basis of correlation matrix expansion.

References

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Published

2010-11-03