Розпізнавання мімічних мікровиразів обличчя людини

Abstract

The particular approaches to neural network recognition of human facial microexpression are investigated. The methods combination of facial microexpression recognition using neural networks and modification of the known process of deep neural network training with restricted Boltzmann machines used to pretrain are implemented. The methods combination and proposed modification increases the recognition precision. The intelligent system, which allows neural network system training and facial microexpression recognition in real time, was developed.