A Hybrid Method of Facial Expressions Recognition in the Pictures

Julita Bielaniewicz, Adrianna Kozierkiewicz

Abstract: The following article gives an insight into a new hybrid method of facial expression recognition and its usage on an open-source Google dataset. The paper also explains chosen methods of picture analysis that are generally known and available, which correctly recognize the specific facial expression shown on the face of a photographed person. The conducted experiments proved the effectiveness of the developed approach in comparison with the naive Bayes Classifier, Support Vector Classifier, and Convolutional Neural Network in terms of F1 measure.