The Study of a Five-Dimensional Emotional Model for Facial Emotion Recognition

الملخص EN

Based on basic emotion theory and the PAD emotion model that can describe continuous emotion changes, we first propose a more general concept of a five-dimensional emotion model to better meet the needs in the area of emotion recognition.

We determined the relationship between its dimensions and basic emotions and used a Pearson correlation analysis, multilayer perceptron, and other methods to compare and verify it with volunteer human identifiers.

The results demonstrated that the five-dimensional emotion model was better than human identification in the field of emotion recognition.

We also compared it with the PAD emotion model.

The results demonstrated that the five-dimensional emotion model performed better.

Finally, using the proposed model, we designed a technology prototype of a mood adaptive interface to demonstrate its potential application.