Table 4 The total run-time of UCM, UWCNN, waternet, shallownet, WaveNet and HTN-PSO methods on RUIE, UWGAN, EUVP and UIEB datasets in terms of ms.
From: Underwater image enhancement using hybrid transformers and evolutionary particle swarm optimization
Image size | UCM | UWCNN | Water-net | Shallow-net | WaveNet | HTN-PSO |
|---|---|---|---|---|---|---|
100 × 100 | 1.2 | 239.24 | 132.19 | 234.62 | 418.65 | 216.86 |
200 × 200 | 2.65 | 278.60 | 540.90 | 236.15 | 618.12 | 229.15 |
300 × 300 | 2.12 | 214.17 | 1180.54 | 295.2 | 1210.16 | 223.7 |
400 × 400 | 4.47 | 375.19 | 2016.46 | 336.4 | 1187.53 | 291.30 |
500 × 500 | 6.26 | 456.63 | 3016.62 | 412.42 | 2163.13 | 365.91 |
