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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

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


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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