Fusion of Facial Expressions and EEG for Multimodal Emotion Recognition

Table 2

The accuracies for the detections of face expression, EEG, and two fusion methods.

Subject	Face expression	EEG	The first fusion method (online)	The second fusion method (offline)
1	92.5	67.5	92.5	87.5
2	57.5	70.0	82.5	87.5
3	50.0	72.5	87.5	87.5
4	62.5	75.0	92.5	87.5
5	60.0	60.0	75.0	75.0
6	87.5	75.0	95.0	92.5
7	72.5	72.5	72.5	80.0
8	70.0	70.0	80.0	87.5
9	92.5	60.0	75.0	80.0
10	85.0	62.5	72.5	80.0
11	67.5	72.5	80.0	80.0
12	80.0	75.0	85.0	85.0
13	92.5	57.5	92.5	87.5
14	72.5	55.0	77.5	80.0
15	70.0	52.5	75.0	77.5
16	92.5	62.5	77.5	77.5
17	77.5	57.5	90.0	87.5
18	92.5	80.0	92.5	85.0
19	50.0	62.5	60.0	75.0
20	62.5	77.5	70.0	75.0
Average	74.38     14.55	66.88     8.19	81.25     9.47	82.75     5.19