Research Article

Subspace Learning and Joint Distribution Adaptation for Unsupervised Cross-Database Microexpression Recognition

Table 6

Type-1 experimental results of unsupervised CDMER based on HIGO-TOP feature extraction (WAR).

No.TaskSAJDATJMSLJDA

13CASMEII-SMIC (HS)61.9553.0556.153.05
14CASMEII-SMIC (NIR)66.8943.9245.9556.76
15CASMEII-SMIC (VIS)50.757.7552.1153.52
16SMIC (HS)-CASMEII48.6545.9545.2754.73
17SMIC (NIR)-CASMEII57.7559.1561.9766.20
18SMIC (VIS)-CASMEII49.3246.6247.358.78