Table 18. Confusion matrix of the proposed FER system with HMM (as a recognition model), instead of using the proposed recognition model (that is MEMM model) using AFEW dataset of facial expressions (Unit: %).
Expressions | Happy | Anger | Sad | Surprise | Fear | Disgust |
Happy | 89 | 1 | 2 | 3 | 1 | 4 |
Anger | 2 | 87 | 3 | 3 | 4 | 1 |
Sad | 4 | 3 | 88 | 2 | 1 | 2 |
Surprise | 0 | 3 | 3 | 90 | 2 | 2 |
Fear | 1 | 2 | 3 | 1 | 91 | 2 |
Disgust | 1 | 2 | 3 | 0 | 2 | 92 |
Average | 89.50 |