Table 9. Confusion matrix of the proposed FER system that is trained on MUG dataset and tested on CK+, JAFFE, USTC-NVIE, IMFDB, and AFEW datasets of facial expressions (Unit: %).
Expressions | Happy | Anger | Sad | Surprise | Fear | Disgust |
Happy | 89 | 2 | 3 | 1 | 2 | 3 |
Anger | 3 | 87 | 2 | 4 | 1 | 3 |
Sad | 4 | 3 | 84 | 3 | 4 | 2 |
Surprise | 3 | 4 | 3 | 83 | 2 | 5 |
Fear | 1 | 2 | 3 | 3 | 88 | 3 |
Disgust | 2 | 2 | 4 | 3 | 3 | 86 |
Average | 86.17 |