Research Article
Subspace Learning and Joint Distribution Adaptation for Unsupervised Cross-Database Microexpression Recognition
Table 5
Type-2 experimental results of unsupervised CDMER based on LBP-TOP feature extraction (UAR).
| | No. | Task | SVM | DRLS | DRFS-T | TSRG | SLJDA |
| | 7 | SMIC (HS)-SMIC (NIR) | 60.52 | 72.32 | 78.34 | 72.57 | 65.13 | | 8 | SMIC (NIR)-SMIC (HS) | 58.02 | 62.85 | 58.02 | 59.87 | 62.97 | | 9 | SMIC (HS)-SMIC (VIS) | 77.17 | 88.31 | 79.50 | 83.01 | 95.21 | | 10 | SMIC (VIS)-SMIC (HS) | 59.15 | 67.74 | 60.47 | 60.41 | 66.73 | | 11 | SMIC (NIR)-SMIC (VIS) | 77.86 | 82.23 | 79.53 | 77.15 | 86.36 | | 12 | SMIC (VIS)-SMIC (NIR) | 65.24 | 76.06 | 78.29 | 75.63 | 82.02 |
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