Research Article

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

Table 7

Type-2 experimental results of unsupervised CDMER based on HIGO-TOP feature extraction (WAR).

No.TaskSAJDATJMSLJDA

19SMIC (HS)-SMIC (NIR)73.2471.8373.2470.42
20SMIC (NIR)-SMIC (HS)59.1560.9849.3961.59
21SMIC (HS)-SMIC (VIS)77.4692.9694.3794.37
22SMIC (VIS)-SMIC (HS)58.5460.3759.7665.24
23SMIC (NIR)-SMIC (VIS)84.5174.6576.0687.32
24SMIC (VIS)-SMIC (NIR)74.6578.8777.4677.46