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