Research Article
Multiparameter Space Decision Voting and Fusion Features for Facial Expression Recognition
Table 5
Comparisons with various feature extraction approaches on the JAFFE dataset.
| Ref. | Feature | Evaluation | Classification | ER accuracy (%) |
| 2010 [63] | Normalized image | Leave-one-out | GP classifier | 93.00 | 2012 [64] | DKLLE | 10-fold | SVM | 84.17 | 2016 [65] | 2DPCA | Person-dependent | RF | 93.83 | 2017 [66] | Pyramid + CS | 10-fold | SBDT SVM | 91.43 | 2017 [67] | LBP + HOG | 10-fold | SVM | 90.00 | The proposed method | Fusion feature | 10-fold | Decision voting | 94.58 |
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