Image Classification Using Biomimetic Pattern Recognition with Convolutional Neural Networks Features

Table 3

Classification accuracy of different methods on AR.

Training samples	Accuracy (%)
	CNN [26]	CNN-SVM [19]	PCA-BPR [36]	HOG-SVM [37]	Our method
500	59.6	64.4	72.2	65.0	76.8
800	66.6	75.6	76.0	76.2	84.4
1600	83.8	90.6	87.6	81.8	92.8
2100	95.0	97.0	93.8	87.4	98.4