Table 2 Comparison of the experimental results with enhancement using SBE (proposed), Attention U-Net and R2U-Net.
Dataset | Enhancement method | B-Precision | B-Recall | M-Precision | M-Recall | mAP |
|---|---|---|---|---|---|---|
BUS | SBE (proposed) | 0.710 | 0.846 | 0.865 | 1.000 | 0.788 |
Attention U-Net | 0.779 | 0.846 | 0.644 | 1.000 | 0.712 | |
R2U-Net | 0.666 | 0.845 | 0.756 | 1.000 | 0.711 | |
BUSI | SBE (proposed) | 0.816 | 0.932 | 0.789 | 0.889 | 0.802 |
Attention U-Net | 0.796 | 0.909 | 0.814 | 0.833 | 0.805 | |
R2U-Net | 0.762 | 0.886 | 0.803 | 0.889 | 0.783 | |
BUS+BUSI | SBE (proposed) | 0.917 | 0.980 | 0.888 | 0.963 | 0.902 |
Attention U-Net | 0.951 | 1.000 | 0.805 | 0.926 | 0.878 | |
R2U-Net | 0.934 | 0.980 | 0.729 | 0.963 | 0.832 |
