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Effect of despeckling algorithm on the performance of proposed Hybrid-UNet segmentation model
| Type of Images | Assessment Metric for Despeckle filter (SEPI) | Overall mIoU (%) | Overall mDC (%) | TPR (%) | FNR (%) | TNR (%) | FPR (%) |
|---|---|---|---|---|---|---|---|
| Original | – | 83.1 ± 7.8 | 90.1 ± 2.9 | 88.2 ± 4.9 | 11.8 ± 2.8 | 90.8 ± 3.2 | 09.2 ± 2.3 |
| DsF_FBiF | 0.98 ± 0.02 | 85.2 ± 6.2 | 90.6 ± 2.8 | 89.7 ± 4.1 | 10.3 ± 2.7 | 90.8 ± 3.2 | 09.2 ± 2.1 |
| DsF_EPSF | 0.99 ± 0.01 | 86.6 ± 9.8 | 93.2 ± 3.1 | 90.5 ± 3.1 | 9.5 ± 2.6 | 94.9 ± 2.7 | 05.1 ± 2.0 |
