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. | Task | SVM | DRLS | DRFS-T | TSRG | SLJDA |
| 1 | CASMEII-SMIC (HS) | 35.96 | 53.71 | 34.88 | 37.81 | 55.46 | 2 | CASMEII-SMIC (NIR) | 34.67 | 73.46 | 51.12 | 47.71 | 46.77 | 3 | CASMEII-SMIC (VIS) | 36.67 | 55.15 | 33.33 | 43.33 | 56.30 | 4 | SMIC (HS)-CASMEII | 40.32 | 66.22 | 55.86 | 35.05 | 54.11 | 5 | SMIC (NIR)-CASMEII | 40.00 | 36.67 | 58.94 | 48.33 | 72.27 | 6 | SMIC (VIS)-CASMEII | 49.94 | 54.70 | 49.16 | 33.33 | 67.85 |
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