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- W3118049454 abstract "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." @default.
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- W3118049454 date "2020-12-24" @default.
- W3118049454 modified "2023-10-16" @default.
- W3118049454 title "The Study of a Five-Dimensional Emotional Model for Facial Emotion Recognition" @default.
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- W3118049454 doi "https://doi.org/10.1155/2020/8860608" @default.
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