Table 8. Confusion matrix of the proposed FER system that is trained on JAFFE dataset and tested on CK+, MUG, USTC-NVIE, IMFDB, and AFEW datasets of facial expressions (Unit: %).
Expressions | Happy | Anger | Sad | Surprise | Fear | Disgust |
Happy | 82 | 4 | 5 | 2 | 4 | 3 |
Anger | 2 | 85 | 3 | 2 | 5 | 3 |
Sad | 5 | 5 | 81 | 3 | 4 | 3 |
Surprise | 3 | 2 | 2 | 87 | 2 | 4 |
Fear | 5 | 2 | 3 | 2 | 86 | 2 |
Disgust | 4 | 2 | 3 | 5 | 3 | 83 |
Average | 84.00 |