Infrared Image Deblurring Based on Generative Adversarial Networks

Table 6

Ablation study of the channel prior loss function.

	SSIM		PSNR (dB)
	FLIR dataset	LTIR dataset	FLIR dataset	LTIR dataset
Remove the dark channel prior loss function	0.9805	0.7463	21.66	13.95
Remove the bright channel prior loss function	0.9823	0.8818	22.47	22.73
Replace perceptual loss with L1 loss	0.9344	0.9191	19.43	20.20
Replace perceptual loss with L2 loss	0.9421	0.9256	19.25	20.64
Ours	0.9985	0.9697	28.79	25.85