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| Parameter | Value |
|---|---|
| Convolutional Neural Network | |
|
| |
| Patch size (px x py x pz) | 33 x 33 x 3 |
| Learning rate η | 0.015 |
| NEpochs (Brain) | 500 |
| NEpochs (Lungs) | 250 |
| NEpochs per DeepCut iteration | 50 |
| NBatch | 105 patches per Epoch |
| NMini–batch | 5000 patches |
|
| |
| Densely-connected CRF | |
|
| |
| ω 1,ω 2 | 5.0 |
| θα | 10.0 |
| θβ (Brain) | 20.0 |
| θβ (Lungs) | 0.1 |
| θ γ (Brain) | 1.0 |
| θ γ (Lungs) | 0.1 |
| NIterations | 5 |
|
| |
| GrabCut (see [1]) | |
|
| |
| γ (Brain) | 2.5 |
| γ (Lungs) | 1.0 |
