Table 1.
Parameter | Images | |||
---|---|---|---|---|
Brain A | Brain B | Brain C | ||
Network hyperparameters | Learning rate | 0.01 | 0.01 | 0.01 |
L | 6 | 6 | 6 | |
n d | [16, 32, 64, 64, 128, 128] | [32, 32, 64, 128, 128, 128] | [32, 32, 64, 128, 128, 128] | |
n u | [16, 32, 64, 64, 128, 128] | [32, 32, 64, 128, 128, 128] | [32, 32, 64, 128, 128, 128] | |
n s | [16,16,16,16,16,16] | [16,16,16,16,16,16] | [16,16,16,16,16,16] | |
k d | [3,3,3,3,3,3] | [3,3,3,3,3,3] | [3,3,3,3,3,3] | |
k u | [3,3,3,3,3,3] | [3,3,3,3,3,3] | [3,3,3,3,3,3] | |
k s | [1,1,1,1,1,1] | [1,1,1,1,1,1] | [1,1,1,1,1,1] | |
| ||||
Iteration number | MaxIt | 50 | 50 | 50 |
SubIt | 100 | 100 | 100 | |
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Wavelet parameters | Wavelet function | Haar | Haar | Haar |
Decomposition level | 8 | 6 | 6 | |
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ρ | 0.07 | 0.05 | 0.05 | |
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λ | 0.0001 | 0.0001 | 0.0001 |