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Table 2 Average classification performance comparison under the different feature extraction modes

From: Classification methods of a small sample target object in the sky based on the higher layer visualizing feature and transfer learning deep networks

Different feature extraction modes Classification performance Accuracy (%)
Lower layer visualizing feature Color histogram 48.67
LBP 68
Higher layer visualizing feature Non-transfer learning 91.33
Transfer learning 90.67