Table 1.
The performance comparison of different cell segmentation methods.
Methods | J | P | R | F1 | H | |||||
---|---|---|---|---|---|---|---|---|---|---|
Mean | Std Dev | Mean | Std Dev | Mean | Std Dev | Mean | Std Dev | Mean | Std Dev | |
MS [14] | 0.49 | 0.25 | 0.61 | 0.32 | 0.80 | 0.17 | 0.62 | 0.25 | 27.97 | 30.07 |
ISO [15] | 0.69 | 0.22 | 0.82 | 0.27 | 0.83 | 0.14 | 0.79 | 0.21 | 12.77 | 24.39 |
SBGFRLS [16] | 0.75 | 0.12 | 0.91 | 0.15 | 0.82 | 0.09 | 0.85 | 0.10 | 6.84 | 8.46 |
Ours | 0.76 | 0.11 | 0.93 | 0.11 | 0.82 | 0.11 | 0.86 | 0.09 | 4.96 | 4.76 |