Table 1.
Parameters used in Mjolnir in the following experiments.
Resolution | |||
---|---|---|---|
Parameters | Low | Mid | High |
R G (voxels): radius of spherical neighborhood in GMI computations | 3 | 3 | 7 |
D (voxels): defines the size of the search region for finding correspondences (see R s below) | 12 | 10 | 8 |
| |||
maxIter: the maximum number of iterations | maxIter = 50 | ||
iter ∈ (0 : maxIter): the current iteration | |||
α = iter/maxIter | |||
R s (voxels): radius of spherical search neighborhood | R s = 0.5D e α2/0.32 + 1 | ||
t vox: similarity threshold for voxel similarity | t vox = 0.8(1 − α) + 0.01 | ||
t vol: similarity threshold for average volume similarity | t vol = 0.6(1 − α) + 0.01 | ||
σ: the variance of the Gaussian kernel | σ = R s/3 | ||
w1: weight in displacement field | w1 = 0.7 | ||
w2: weight in displacement field | w2 = 0.3 | ||
g: smoothing control in interpolation PDE | g = 0.8 − (0.8 − 0.45)α |