Research Article
Facial Expression Recognition from Video Sequences Based on Spatial-Temporal Motion Local Binary Pattern and Gabor Multiorientation Fusion Histogram
Table 5
Comparison results of using fusion feature and LBPTOP on CK+ dataset.
| Expression | Anger | Disgust | Fear | Happiness | Sadness | Surprise | Average |
| Anger | 93.3 (+2.2) | 0 | 0 | 0 | 6.7 | 0 | | Disgust | 0 | 100 (0.0) | 0 | 0 | 0 | 0 | | Fear | 0 | 0 | 88.0 (0.0) | 0 | 8 | 4 | | Happiness | 0 | 0 | 0 | 100 (0.0) | 0 | 0 | | Sadness | 10.7 | 0 | 3.6 | 0 | 86.7 (+8.1) | 0 | | Surprise | 0 | 0 | 2.4 | 1.2 | 0 | 96.4 (0.0) | | Overall | | | | | | | 95.8 (+1.3) |
|
|