Table 13. 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 CK+ dataset of facial expressions (Unit: %).
Expressions | Happy | Anger | Sad | Surprise | Fear | Disgust |
Happy | 93 | 0 | 2 | 3 | 0 | 2 |
Anger | 0 | 95 | 1 | 2 | 1 | 1 |
Sad | 2 | 2 | 92 | 1 | 2 | 1 |
Surprise | 2 | 2 | 0 | 94 | 2 | 0 |
Fear | 1 | 2 | 2 | 0 | 92 | 3 |
Disgust | 2 | 2 | 1 | 2 | 3 | 90 |
Average | 92.66 |