Spontaneous Facial Micro Expression Recognition using 3D Spatio-Temporal Convolutional Neural Networks
| Method | Proposed Year | Method Type | CAS(ME)^2 | SMIC |
|---|---|---|---|---|
| LBP-TOP | 2013 | HCM | - | 42.72% |
| STCLQP | 2016 | HCM | - | 64.02% |
| CNN with Augumentation | 2017 | DLM | 78.02% | - |
| 3D-FCNN | 2018 | DLM | - | 55.49% |
| MicroExpSTCNN | Proposed | DLM | 87.80% | 68.75% |
| Intermediate MicroExpFuseNet | Proposed | DLM | 83.25% | 54.77% |
| Late MicroExpFuseNet | Proposed | DLM | 79.31% | 64.82% |