Table 2.
Details of FFB methods.
FFB model |
Layer1 | Feature Vector1 |
Layer2 | Feature Vector2 |
Fusion feature vector |
---|---|---|---|---|---|
FFB1 | fc6 (AlexNet) |
4096 | fc1000 (ResNet18) |
1000 | 5096 |
FFB2 | fc6 (AlexNet) |
4096 | pool5 (ResNet18) |
512 | 4608 |
FFB3 | fc6 (AlexNet) |
4096 | fc1000 (ResNet50) |
1000 | 5096 |
FFB4 | fc1000 (ResNet18) |
1000 | pool5 (ResNet18) |
512 | 1512 |
FFB5 | fc1000 (ResNet18) |
1000 | fc1000 (ResNet50) |
1000 | 2000 |
FFB6 | pool5 (ResNet18) |
512 | fc1000 (ResNet50) |
1000 | 1512 |