Table 10. Confusion matrix of the proposed FER system that is trained on USTC-NVIE dataset and tested on CK+, JAFFE, MUG, IMFDB, and AFEW datasets of facial expressions (Unit: %).
Expressions | Happy | Anger | Sad | Surprise | Fear | Disgust |
Happy | 91 | 1 | 3 | 2 | 0 | 3 |
Anger | 4 | 85 | 2 | 2 | 4 | 3 |
Sad | 3 | 2 | 88 | 3 | 3 | 1 |
Surprise | 1 | 2 | 3 | 90 | 2 | 2 |
Fear | 3 | 2 | 2 | 3 | 86 | 4 |
Disgust | 1 | 1 | 2 | 3 | 5 | 88 |
Average | 88.00 |