Performance using transfer learning with three pretrained CNNs and fusion with our best performing method.
| Image | Video | ||
|---|---|---|---|
| Transfer learning approaches | VGGface_e | 66.7 | 74.3 |
| Dense | 65.1 | 73.0 | |
| ResNet | 58.52 | 66.2 | |
| FUSg + FUSbof + 2 × GOLD + TB_SUM + VGGface_e | 70.3 | 79.8 | |
| FUSg + FUSbof + 2 × GOLD + TB_SUM + Dense | 70.2 | 78.5 | |
| Image | Video | ||
|---|---|---|---|
| Transfer learning approaches | VGGface_e | 66.7 | 74.3 |
| Dense | 65.1 | 73.0 | |
| ResNet | 58.52 | 66.2 | |
| FUSg + FUSbof + 2 × GOLD + TB_SUM + VGGface_e | 70.3 | ||
| FUSg + FUSbof + 2 × GOLD + TB_SUM + Dense | 70.2 | 78.5 | |
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