Research Article
Color Image Segmentation Using Fuzzy C-Regression Model
Table 8
MSE (
) using FCM with different cluster number.
| ā | ā | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| IMG1 | 5.92 | 4.15 | 3.22 | 2.58 | 2.32 | 2.07 | 1.67 | 1.50 | 1.27 | IMG2 | 3.74 | 2.60 | 1.89 | 1.64 | 1.48 | 1.31 | 1.06 | 0.96 | 0.81 | IMG3 | 7.99 | 5.42 | 4.05 | 3.21 | 2.89 | 2.57 | 2.08 | 1.87 | 1.58 | IMG4 | 10.38 | 7.02 | 5.21 | 4.24 | 3.82 | 3.40 | 2.75 | 2.47 | 2.09 | IMG5 | 3.91 | 2.72 | 2.11 | 1.62 | 1.46 | 1.30 | 1.05 | 0.94 | 0.80 | IMG6 | 4.84 | 4.10 | 3.62 | 2.84 | 2.56 | 2.27 | 1.84 | 1.66 | 1.40 | IMG7 | 4.13 | 2.71 | 2.65 | 2.49 | 2.24 | 1.99 | 1.61 | 1.45 | 1.23 | IMG8 | 4.78 | 3.44 | 2.49 | 2.04 | 1.84 | 1.63 | 1.32 | 1.19 | 1.00 | IMG9 | 9.84 | 6.64 | 5.04 | 4.03 | 3.63 | 3.23 | 2.61 | 2.35 | 1.98 | IMG10 | 9.91 | 6.93 | 5.58 | 4.61 | 4.15 | 3.69 | 2.99 | 2.69 | 2.27 | IMG11 | 9.31 | 6.18 | 4.71 | 3.79 | 3.41 | 3.04 | 2.46 | 2.21 | 1.87 | IMG12 | 7.90 | 6.11 | 4.33 | 4.11 | 3.70 | 3.29 | 2.66 | 2.40 | 2.02 | IMG13 | 6.42 | 4.51 | 3.44 | 2.72 | 2.45 | 2.18 | 1.76 | 1.59 | 1.34 | IMG14 | 7.31 | 4.94 | 3.69 | 2.44 | 2.20 | 1.95 | 1.58 | 1.42 | 1.20 | IMG15 | 5.82 | 4.03 | 2.99 | 2.49 | 2.24 | 1.99 | 1.61 | 1.45 | 1.23 |
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