Research Article
Overlapping Cell Segmentation of Cervical Cytology Images Based on Nuclear Radial Boundary Enhancement
Table 3
Segmentation results of different cell numbers and overlap rates (
, , , and
).
| ā | [0, 0.1] | (0.1, 0.2] | (0.2, 0.3] | (0.3, 0.4] | (0.4, 0.5] |
| 2 | 0.99/0.98/0/0.99 | 0.97/0.97/0/0.98 | 0.94/0.95/0/0.96 | 0.9/0.92/0.01/0.94 | 0.88/0.9/0.058/0.9 | 3 | 0.99/0.99/0/0.99 | 0.97/0.97/0/0.98 | 0.94/0.95/0/0.96 | 0.9/0.92/0.01/0.94 | 0.85/0.9/0.07/0.89 | 4 | 0.96/0.97/0/0.98 | 0.99/0.98/0.01/0.99 | 0.92/0.97/0.04/0.96 | 0.88/0.9/0.01/0.93 | 0.87/0.88/0.06/0.9 | 5 | 0.97/0.97/0/0.98 | 0.96/0.96/0/0.98 | 0.93/0.96/0/0.96 | 0.89/0.9/0.02/0.93 | 0.86/0.89/0.08/0.89 | 6 | 0.96/0.96/0/0.98 | 0.95/0.95/0/0.97 | 0.92/0.95/0.01/0.95 | 0.86/0.88/0.04/0.91 | 0.86/0.86/0.09/0.88 | 7 | 0.95/0.97/0/0.97 | 0.95/0.95/0.02/0.96 | 0.92/0.95/0.04/0.94 | 0.87/0.9/0.02/0.92 | 0.86/0.86/0.04/0.9 | 8 | 0.97/0.97/0/0.98 | 0.96/0.96/0.01/0.97 | 0.91/0.95/0.07/0.92 | 0.83/0.87/0.1/0.86 | 0.82/0.85/0.12/0.85 | 9 | 0.96/0.97/0/0.98 | 0.94/0.96/0.02/0.96 | 0.9/0.95/0.03/0.93 | 0.84/0.87/0.07/0.88 | 0.81/0.85/0.16/0.82 | 10 | 0.96/0.98/0/0.98 | 0.93/0.96/0.01/0.96 | 0.88/0.95/0.06/0.91 | 0.83/0.88/0.14/0.84 | 0.81/0.86/0.16/0.82 |
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