Design of Painting Art Style Rendering System Based on Convolutional Neural Network

Table 2

Quality evaluation of the painting art style rendering experiment results.

Different styles	Indexes	CycleGAN	CycleGAN + PAN	Proposed method
Oil painting	SSIM	0.5451	0.7216	0.7456
	PSNR	18.6212	20.4515	20.4425
Sketch painting	SSIM	0.6315	0.6418	0.6987
	PSNR	18.5187	18.9251	20.2147
Ink wash painting	SSIM	0.6542	0.6781	0.7121
	PSNR	17.8154	18.1214	19.0241