Table 1.
Parameter selection
Parameter | Value/range | Notes | |
---|---|---|---|
Sliding filter | rad | 20–30 (voxel) | This parameter determines the size of the support region of SVF and SBF. Too large or too small of a region will lead to computation-intensive processes or a reduction in the quality of seeding point selection and radius estimation. |
d | 8 (voxel) | This parameter is the width of the sliding volume and sliding band, and it remains constant in the following experiments. | |
L | 20 | This parameter remains constant in the following experiments. Too large of an L value will lead to computationally intensive processes. | |
R max | rad-d/2 | This parameter is same in seeding and radius estimation. | |
R min | (d/2, rad-d/2) | This parameter is same in seeding and radius estimation. If the datasets are generated from bright field microscopy, a larger R min should be set. Otherwise, a smaller R min should be set. | |
n | 8–32 | The larger the n value, the better the radius estimation and the lower the computation efficiency. | |
T | 0.7 | This parameter is the threshold used to select the coarse seeding points, and it remains constant in the following experiments. | |
SEF-Open curve snake | t | 10–25 | In most experiments, 10 is sufficient for the curve evolution in the GVF field of volume after SVF enhancement. |
γ | 2 | This parameter controls the steps of evolution, and it is a fixed constant in following experiments. | |
ɑ | 0.8 | This parameter representing the elasticity coefficient remains constant in the following experiments. A larger ɑ value makes the open snake smoother. | |
β | β(s) = 0.2, 0 < s < 1 | This parameter of the stiffness coefficient remains constant in the following experiments. A larger β value makes the snake stiffer. | |
β(s) = 0, s = 0 or s = 1 |