Multimodal Emotion Recognition Method based on Facial expressions and EEG
Contributions
To solve the multimodal emtoion recognition problem, the emotion recognition results
were calculated using the Monte Carlo method to combine the recognition results of
facical expressions and EEG in the multimodal emotion recognition.
Unimodal experiment
- They trained a CNN model using the FER2013 public dataset as a facial expressions classifier.
- A SVM was used to classify the EEG data.
Multimodal experiment
Combine the recognition results of facical expressions and EEG in the multimodal emotion recognition using the Monte Carlo method