Research Article
Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks
Table 4
The target dataset recognition accuracy (%) confusion matrix of our method, FER-2013
JAFFE.
| | | Angry | Disgust | Fear | Happy | Sad | Surprise | Neutral |
| | Angry | 23.33 | 13.33 | 0.00 | 0.00 | 10.00 | 0.00 | 53.33 | | Disgust | 6.90 | 58.62 | 3.45 | 0.00 | 17.24 | 0.00 | 13.79 | | Fear | 9.38 | 31.25 | 50.00 | 0.00 | 0.00 | 6.25 | 3.13 | | Happy | 0.00 | 0.00 | 0.00 | 96.77 | 0.00 | 0.00 | 3.23 | | Sad | 25.81 | 9.68 | 16.13 | 3.23 | 32.26 | 3.23 | 9.68 | | Surprise | 0.00 | 0.00 | 6.67 | 13.33 | 0.00 | 80.00 | 0.00 | | Neutral | 6.67 | 0.00 | 0.00 | 6.67 | 6.67 | 3.33 | 76.67 |
|
|
