Research Article
A Facial Expression Recognition Method Using Improved Capsule Network Model
Table 5
Comprehensive comparison with the existing methods on the BU-3DFE dataset.
| | Methods | Natural | Angry | Hate | Fear | Happy | Upset | Surprise | Average |
| | Reference [23] algorithm | 79.28 | 78.21 | 74.39 | 70.15 | 75.12 | 75.91 | 79.84 | 76.13 | | Reference [15] algorithm | 79.64 | 80.14 | 75.28 | 72.18 | 75.64 | 77.93 | 80.15 | 77.28 | | Reference [19] algorithm | 80.25 | 81.47 | 77.48 | 75.49 | 77.21 | 80.39 | 82.68 | 79.29 | | Proposed | 82.14 | 83.64 | 78.11 | 75.83 | 79.09 | 81.45 | 84.22 | 80.64 |
|
|
