A Novel Attentive Generative Adversarial Network for Waterdrop Detection and Removal of Rubber Conveyor Belt Image

Table 1

Test results on RCB-waterdrop20.

Name	CNN	DSC	LP	ATTGAN	Ours
SSIM	0.7961	0.6755	0.6813	0.9092	0.9287
PSNR/dB	26.6778	25.5979	26.9004	27.7842	30.3825
MS-SSIM^1	0.7922	0.6770	0.6803	0.9056	0.9234
IW-SSIM^2	0.8225	0.7003	0.7145	0.9307	0.9501
VIF^3	0.8070	0.6890	0.6967	0.9183	0.9391
FSIM^4	0.8337	0.7145	0.7215	0.9462	0.9676
Time/s	9.26	18.66	260.01	5.00	5.1