Research Article

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

Table 4

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

No.TaskSVMDRLSDRFS-TTSRGSLJDA

7SMIC (HS)-SMIC (NIR)61.9773.2478.8773.2464.79
8SMIC (NIR)-SMIC (HS)46.3460.9857.3258.5460.98
9SMIC (HS)-SMIC (VIS)76.0688.7378.8781.6995.77
10SMIC (VIS)-SMIC (HS)54.8864.6359.1556.7165.85
11SMIC (NIR)-SMIC (VIS)78.8781.6980.2877.4685.92
12SMIC (VIS)-SMIC (NIR)66.2077.4678.8777.4681.69