Table 3.
Demons |
B-splines |
Affine |
Rigid |
|||||
---|---|---|---|---|---|---|---|---|
nRoA (%) | Bias (%) | nRoA (%) | Bias (%) | nRoA (%) | Bias (%) | nRoA (%) | Bias (%) | |
First-order features | ||||||||
Minimum | 9.92 | 3.07 | 12.70 | −3.62 | 8.17 | 1.18 | 8.26 | 1.13 |
Mean | 7.56 | 0.01 | 16.91 | −0.27 | 18.50 | −0.36 | 19.76 | −0.41 |
Median | 7.28 | −0.11 | 11.40 | −0.44 | 11.83 | −0.32 | 11.57 | −0.37 |
Entropy (binned) | 14.68 | −3.86 | 19.47 | −0.26 | 21.18 | −1.74 | 22.92 | −1.74 |
Entropy (unbinned) | 10.33 | −4.30 | 12.54 | 0.95 | 13.26 | −1.85 | 14.34 | −1.84 |
5% quantile | 11.04 | 4.30 | 10.44 | −0.07 | 11.33 | 2.45 | 11.37 | 2.39 |
30% quantile | 7.49 | 1.37 | 9.73 | −0.36 | 9.86 | 0.59 | 9.59 | 0.54 |
70% quantile | 9.10 | −1.50 | 19.03 | −0.50 | 22.11 | −1.13 | 24.02 | −1.18 |
Fractal features | ||||||||
Box-counting dimension | 11.80 | −5.49 | 19.41 | −0.41 | 21.22 | −3.65 | 23.00 | −3.68 |
Coarse dimension | 14.64 | −2.34 | 33.22 | −0.06 | 37.35 | −1.54 | 38.89 | −1.62 |
Brownian dimension | 4.50 | −1.15 | 9.44 | −0.09 | 12.15 | −0.76 | 13.11 | −0.77 |
Laws’ filter features | ||||||||
E5L5 entropy | 10.79 | −2.16 | 24.09 | 0.25 | 26.42 | −1.44 | 30.02 | −1.46 |
R5L5 entropy | 14.41 | −3.53 | 20.89 | −0.74 | 22.09 | −4.79 | 23.80 | −4.79 |
S5L5 entropy | 11.70 | −3.26 | 24.83 | 0.22 | 27.34 | −2.57 | 30.66 | −2.58 |
W5L5 entropy | 12.69 | −4.05 | 22.31 | −0.07 | 24.31 | −3.84 | 26.77 | −3.86 |
GLCM features | ||||||||
Difference average | 11.47 | 0.19 | 13.98 | −4.12 | 10.44 | −0.90 | 10.73 | −0.95 |
Sum of squares variance | 1.47 | −0.29 | 3.75 | −0.01 | 4.43 | −0.25 | 5.06 | −0.24 |
Sum average | 5.78 | −1.27 | 12.51 | 1.35 | 12.75 | −0.74 | 13.83 | −0.75 |
Sum variance |
11.67 |
−2.52 |
25.78 |
2.73 |
26.54 |
−1.46 |
28.83 |
−1.49 |
Mean nRoA | 9.91 | 16.97 | 17.96 | 19.29 | ||||
p1 | … | 1 × 10−5 | 4 × 10−5 | 3 × 10−5 |
Compared with mean nRoA for demons registration.