Research Article
ECT Image Reconstruction Algorithm Based on Multiscale Dual-Channel Convolutional Neural Network
Table 3
MSE numerical evaluation of multiscale features on reconstruction network.
| Experiment number | Type | Convolution kernel size | Average MSE value |
| 1 | Standard convolution | | 0.4462 |
| 2 | Single scale | | 0.4462 | 3 | | 0.4698 | 4 | | 0.5523 | 5 | | 0.6113 | 6 | | 0.6273 |
| 7 | Multiscale | , , | 0.4522 | 8 | , , | 0.5241 | 9 | , , | 0.5946 | 10 | , , , | 0.2408 |
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