Research Article
Active Contour Models Based on Block Similarity for Multiple Objects Segmentation
Table 1
Comparisons of segmentation metric with tested models.
| ā | 1 | 2 | 3 | 4 | 5 | 6 | P | R | F | P | R | F | P | R | F | P | R | F | P | R | F | P | R | F |
| ACGS | 86.01 | 96.33 | 90.88 | 87.30 | 98.11 | 92.39 | 92.10 | 87.39 | 89.69 | 82.31 | 92.60 | 87.15 | 81.82 | 97.98 | 89.17 | 90.29 | 98.76 | 94.34 | LSACM | 83.59 | 98.57 | 97.66 | 84.55 | 97.72 | 90.66 | 84.56 | 94.17 | 89.11 | 78.14 | 93.18 | 85.00 | 90.46 | 80.99 | 69.19 | 82.20 | 97.84 | 89.34 | DRLSE | 86.88 | 99.93 | 92.95 | 78.01 | 96.57 | 86.30 | 78.05 | 99.99 | 87.67 | 67.95 | 99.99 | 80.92 | 81.99 | 96.65 | 88.71 | 89.85 | 95.73 | 92.70 | CFCV | 96.22 | 98.17 | 97.19 | 96.28 | 95.50 | 95.88 | 92.16 | 99.13 | 95.52 | 94.22 | 95.02 | 94.62 | 94.42 | 95.70 | 95.05 | 97.27 | 92.66 | 94.91 | ACGS(B) | 93.53 | 99.20 | 96.28 | 93.08 | 94.29 | 95.14 | 85.73 | 99.06 | 91.91 | 85.28 | 99.74 | 91.95 | 93.51 | 98.19 | 95.79 | 93.89 | 97.98 | 95.89 | Ours | 94.10 | 99.37 | 96.66 | 92.72 | 98.84 | 95.68 | 94.64 | 97.44 | 96.02 | 94.99 | 98.12 | 96.53 | 91.96 | 98.77 | 93.61 | 94.41 | 99.39 | 96.69 |
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