Table 3 Comparison of performance on scene categorization on EPFL data
From: RGB-NIR image categorization with prior knowledge transfer
Method | Recognition rate (%) |
|---|---|
HMAX | 59.2 |
mGist | 69.9 |
mSIFT | 80.4 |
msSIFT | 75.2 |
Fisher Vector | 87.9 |
mCENTRIST | 84.5 |
conCENTRIST | 81.7 |
Inceptionv3-reused | 72.3 |
Inceptionv3-finetuned | 79.5 |
ResNetv1-reused | 63.3 |
ResNetv1-finetuned | 74.6 |
ResNetv2-reused | 75.3 |
ResNetv2-finetuned | 80.2 |
Inceptionv3-proposed | 90.2 |
ResNetv2-proposed | 90.8 |