Generative Adversarial Network-Based Edge-Preserving Superresolution Reconstruction of Infrared Images

Table 2

Method comparison: quantitative results of the SRCNN, ESPCN, SRGAN, ESRGAN, and ESRGAN+ methods and the proposed method on the Itir_v1_0 dataset.

	CC	PSNR (dB)	SSIM	VIF	UIQI	TIME (s)
SRCNN	0.7937	20.2460	0.8966	0.7079	0.8746	2.5706
ESPCN	0.8464	22.1708	0.9185	0.8194	0.9877	1.0020
SRGAN	0.8152	22.6732	0.9154	0.7944	0.8610	0.6642
ESRGAN	0.9146	30.3205	0.9608	0.7752	0.9166	0.0937
ESRGAN+	0.9547	34.1024	0.9844	0.8497	0.9541	0.2558
Ours	0.9962	35.2865	0.9943	0.9064	0.9936	0.1059