Table 7. Confusion matrix of the proposed FER system that is trained on CK+ dataset and tested on JAFFE, MUG, USTC-NVIE, IMFDB, and AFEW datasets of facial expressions (Unit: %).
Expressions | Happy | Anger | Sad | Surprise | Fear | Disgust |
Happy | 83 | 3 | 4 | 4 | 4 | 2 |
Anger | 3 | 84 | 6 | 3 | 4 | 0 |
Sad | 1 | 3 | 88 | 4 | 1 | 3 |
Surprise | 2 | 3 | 2 | 89 | 2 | 2 |
Fear | 2 | 3 | 2 | 2 | 90 | 1 |
Disgust | 3 | 3 | 4 | 3 | 3 | 84 |
Average | 86.33 |