Facial Expression Recognition on CK+ Extended Cohn-Kanade
100Average Recognition RateAliya Zafar
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Aliya ZafarMethod=NCC2015.09 | 100 | — | — | — | — | — | — | — | |
| DeXpressionMethod=Proposed2015.09 | 99.6 | — | — | — | — | — | — | — | |
| Song et al.Method=ANN (CNN)2015.09 | 99.2 | — | — | — | — | — | — | — | |
| Happy et al.Method=Facial Patches + SVM2015.09 | 94.09 | — | — | — | — | — | — | — | |
| Cov3D2013.03 | 92.3 | 94.4 | 100 | 95.5 | 90 | 96.2 | 70 | 100 | |
| Sequential Forward Selection for spatial face featuresFeature type=Geometric features2017.01 | 88.7 | 78 | 64 | 93 | 80 | 99 | 64 | 100 | |
| TMS2013.03 | 87.92 | 76.7 | — | 81.5 | 94.4 | 98.6 | 77.2 | 99.1 | |
| Geometry FeaturesFeature type=Geometric features2017.01 | 84.7 | 89 | 39 | 90 | 36 | 99 | 64 | 99 | |
| SPTSFeature type=Geometric features2017.01 | 66.5 | 35 | 25 | 68 | 22 | 98 | 4 | 100 | |
| AAM2013.03 | — | 75 | 84.4 | 94.7 | 65.2 | 100 | 68 | 96 | |
| CLM2013.03 | — | 70.1 | 52.4 | 92.5 | 72.1 | 94.2 | 45.9 | 93.6 |