Research Article
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-SSIM1 | 0.7922 | 0.6770 | 0.6803 | 0.9056 | 0.9234 | IW-SSIM2 | 0.8225 | 0.7003 | 0.7145 | 0.9307 | 0.9501 | VIF3 | 0.8070 | 0.6890 | 0.6967 | 0.9183 | 0.9391 | FSIM4 | 0.8337 | 0.7145 | 0.7215 | 0.9462 | 0.9676 | Time/s | 9.26 | 18.66 | 260.01 | 5.00 | 5.1 |
|
|