Research Article

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

Table 3

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

No.TaskSVMDRLSDRFS-TTSRGSLJDA

1CASMEII-SMIC (HS)35.9653.7134.8837.8155.46
2CASMEII-SMIC (NIR)34.6773.4651.1247.7146.77
3CASMEII-SMIC (VIS)36.6755.1533.3343.3356.30
4SMIC (HS)-CASMEII40.3266.2255.8635.0554.11
5SMIC (NIR)-CASMEII40.0036.6758.9448.3372.27
6SMIC (VIS)-CASMEII49.9454.7049.1633.3367.85