Research Article
Weighted Mask R-CNN for Improving Adjacent Boundary Segmentation
Table 4
Comparison between Mask R-CNN and weighted Mask R-CNN by Measure II in algae and cell membrane images.
| Image names | Mask R-CNN | Weighted Mask R-CNN | Image names | Mask R-CNN | Weighted Mask R-CNN |
| Microcystis 1 | 0.38 | 0.09 | Cell membrane 1 | 0.81 | 0.68 | Microcystis 2 | 0.58 | 0.23 | Cell membrane 2 | 0.82 | 0.82 | Microcystis 3 | 0.82 | 0.74 | Cell membrane 3 | 0.81 | 0.75 | Microcystis 4 | 0.85 | 0.45 | Cell membrane 4 | 0.68 | 0.60 | Microcystis 5 | 0.41 | 0.18 | Cell membrane 5 | 0.91 | 0.73 | Microcystis 6 | 0.61 | 0.30 | Cell membrane 6 | 0.62 | 0.50 | Microcystis 7 | 0.77 | 0.35 | Cell membrane 7 | 0.65 | 0.46 | Microcystis 8 | 0.66 | 0.36 | Cell membrane 8 | 0.80 | 0.74 | Microcystis 9 | 0.80 | 0.18 | Cell membrane 9 | 0.76 | 0.52 | Microcystis 10 | 0.72 | 0.72 | Cell membrane 10 | 0.86 | 0.75 | Microcystis 11 | 0.57 | 0.31 | Cell membrane 11 | 0.88 | 0.76 | Microcystis 12 | 0.59 | 0.35 | Cell membrane 12 | 0.35 | 0.34 | Microcystis 13 | 0.67 | 0.15 | Cell membrane 13 | 0.79 | 0.66 | Microcystis 14 | 0.76 | 0.61 | Cell membrane 14 | 0.88 | 0.83 | Mean | 0.66 | 0.36 | Mean | 0.76 | 0.65 |
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