Table 12. Confusion matrix of the proposed FER system that is trained on AFEW dataset and tested on CK+, JAFFE, MUG, USTC-NVIE, and IMFDB datasets of facial expressions (Unit: %).
Expressions | Happy | Anger | Sad | Surprise | Fear | Disgust |
Happy | 80 | 3 | 5 | 3 | 4 | 5 |
Anger | 3 | 85 | 4 | 2 | 4 | 2 |
Sad | 3 | 3 | 84 | 4 | 2 | 4 |
Surprise | 3 | 2 | 4 | 83 | 3 | 5 |
Fear | 3 | 4 | 3 | 2 | 82 | 6 |
Disgust | 4 | 1 | 4 | 2 | 3 | 86 |
Average | 83.33 |