Evaluation of certain signs and their collectively for individual recognition objects

Authors

  • Viktor Yevetskyi State institution «Institute of special communication and information security of National technical university of Ukraine «Kyiv polytechnic institute», Kyiv,

DOI:

https://doi.org/10.20535/2411-1031.2015.3.2.60895

Abstract

The article discusses approaches to possibility estimation of various features for the individual object recognition. On the basis of the proposed recognition parameter, which allows to estimate informatively of feature, as well as the use of assumptions about normal distribution of features and Neyman-Pearson criterion the formulas were obtained to assess the result of using of different feature groups for the individual object recognition. As an example the results of calculation the probabilities of object correct recognition for variety combinations of several features are given in the article.

Keywords: object recognition, the individual object recognition, object attribute, feature space, recognition parameter, the probability of correct recognition, the probability of false detection.

Author Biography

Viktor Yevetskyi, State institution «Institute of special communication and information security of National technical university of Ukraine «Kyiv polytechnic institute», Kyiv,

candidate of technical sciences,
associate professor, associate
professor of academic department

References

Fainzilberg, L. S. (2010), Matematicheskie metody otcenki poleznosti diagnosticheskikh priznakov [Mathematical methods for evaluating the usefulness of diagnostic features], Osvita Ukrainy Publ., Kyiv, 152 p.

CHaban, L. N. (2004), Teoriia i algoritmy raspoznavaniia obrazov [Theory and algorithms of pattern recognition], MIIGAiK Publ., Moskow, 70 p.

Yevetskyi, V.L. (2012), Povyshenie effektivnosti zashchity dannykh za schet biometricheskoi identifikatcii polzovatelia [Improvement of the efficiency of data protection by biometric identification], Information technology and security, No. 2 (2), pp. 14-16.

Published

2015-12-31

How to Cite

Yevetskyi, V. (2015). Evaluation of certain signs and their collectively for individual recognition objects. Information Technology and Security, 3(2), 132–137. https://doi.org/10.20535/2411-1031.2015.3.2.60895

Issue

Section

MATHEMATICAL AND COMPUTER MODELING