表 1. Comparison of the average value of the three methods under the evaluation index.
三种方法在评价指标下的平均值对比
| 梯度 | 方法 | RMSE | PSNR | SSIM | ||||||||
|
|
OD |
|
|
OD |
|
|
OD | ||||
| g12 | NODDI | 0.081 44 | 0.062 66 | 0.122 63 | 21.806 4 | 24.088 4 | 18.262 8 | 0.865 31 | 0.857 21 | 0.773 94 | ||
| AMICO | 0.176 49 | 0.079 41 | 0.146 26 | 15.129 2 | 21.993 7 | 16.721 7 | 0.730 47 | 0.845 39 | 0.749 15 | |||
| ProNet | 0.049 88 | 0.043 65 | 0.064 62 | 26.094 6 | 27.268 6 | 23.837 9 | 0.923 61 | 0.899 89 | 0.873 97 | |||
| g24 | NODDI | 0.062 54 | 0.052 82 | 0.090 12 | 24.112 7 | 25.581 6 | 20.934 6 | 0.901 73 | 0.884 61 | 0.854 22 | ||
| AMICO | 0.146 73 | 0.058 72 | 0.108 76 | 16.766 4 | 24.648 2 | 19.291 6 | 0.803 54 | 0.869 18 | 0.842 67 | |||
| ProNet | 0.043 82 | 0.039 89 | 0.055 69 | 27.227 9 | 28.057 4 | 25.129 5 | 0.938 93 | 0.916 03 | 0.909 38 | |||
| g64 | NODDI | 0.039 80 | 0.032 44 | 0.056 48 | 28.060 2 | 29.851 | 24.988 1 | 0.952 25 | 0.945 24 | 0.936 26 | ||
| AMICO | 0.108 34 | 0.044 66 | 0.070 42 | 19.481 6 | 27.057 7 | 23.071 9 | 0.889 98 | 0.901 85 | 0.917 53 | |||
| ProNet | 0.033 46 | 0.028 78 | 0.042 13 | 29.564 7 | 30.902 9 | 27.545 | 0.964 35 | 0.943 84 | 0.951 55 | |||
| g128 | NODDI | 0.030 25 | 0.024 29 | 0.039 10 | 30.447 5 | 32.388 9 | 28.183 | 0.973 63 | 0.968 28 | 0.969 23 | ||
| AMICO | 0.075 79 | 0.041 36 | 0.054 99 | 22.580 3 | 27.750 3 | 25.218 1 | 0.934 77 | 0.910 53 | 0.942 77 | |||
| ProNet | 0.027 53 | 0.022 97 | 0.033 82 | 31.274 | 32.840 2 | 29.445 9 | 0.976 76 | 0.963 83 | 0.970 92 | |||