Classification of Artistic Styles of Chinese Art Paintings Based on the CNN Model

Table 1

Comparison of the classification results of the works of five painters by different algorithms.

Painters	This paper algorithm		Fusion		MHMM		HSV + Gabor + HOG + MIDEC		DEFC		SVM
	P	R	P	R	P	R	P	R	P	R	P	R
CDY	0.9023	0.9298	0.8323	0.7998	0.7923	0.7698	0.8223	0.8998	0.9023	0.8998	0.8923	0.8298
CSF	0.9296	0.9004	0.8096	0.8304	0.8296	0.8004	0.5996	0.7004	0.8196	0.9004	0.8496	0.9304
LKL	0.9423	0.9998	0.7923	0.7698	0.8423	0.8998	0.8423	0.8698	0.9023	0.8998	0.9623	0.7998
XBH	0.9696	1	0.8396	0.9004	0.8396	0.8704	0.7796	0.7004	0.9996	1	0.8796	0.9704
BDSR	1	0.8998	0.9023	0.8698	0.9023	0.8698	0.8823	0.6998	0.9623	0.8698	0.8723	0.8998
Mean	0.9488	0.9460	0.8352	0.8340	0.8412	0.8420	0.7852	0.7740	0.9172	0.9140	0.8912	0.8860