Research Article
Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks
Table 3
The target dataset recognition accuracy (%) confusion matrix of baseline CNN, FER-2013
JAFFE.
| | | Angry | Disgust | Fear | Happy | Sad | Surprise | Neutral |
| | Angry | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 100.00 | | Disgust | 0.00 | 13.79 | 3.45 | 0.00 | 27.59 | 0.00 | 55.17 | | Fear | 0.00 | 0.00 | 34.38 | 3.13 | 0.00 | 9.38 | 53.13 | | Happy | 0.00 | 0.00 | 0.00 | 64.52 | 0.00 | 3.23 | 32.26 | | Sad | 3.23 | 0.00 | 0.00 | 0.00 | 16.13 | 0.00 | 80.65 | | Surprise | 0.00 | 0.00 | 0.00 | 6.67 | 0.00 | 83.33 | 10.00 | | Neutral | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 100.00 |
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