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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