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01.05.2020 | Ausgabe 3/2020

Automatic Control and Computer Sciences 3/2020

Analysis of the Predicting Neural Network Person Recognition System by Picture Image

Zeitschrift:
Automatic Control and Computer Sciences > Ausgabe 3/2020
Autoren:
V. S. Mikhaylenko, R. Yu. Kharchenko, V. A. Shcherbinin

Abstract

The article discusses the capabilities of intelligent biometric systems of human authentication on the example of face recognition in security surveillance systems on a ship using the mathematical apparatus of artificial neural networks (NN). Analyzed traditional approaches in the field of facial recognition and revealed their features. The structure of a neural network facial recognition system using a computer vision system is proposed. Simulation experiments were conducted to test the performance of a trained NN when a sample was presented and the effect of interference on it, as well as the ability to predict changes in the parameters of a person, taking into account human aging factors. The results of the work of the National Assembly showed the prospects of the proposed approach.

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