Table 4.
Demons |
B-splines |
|||||
---|---|---|---|---|---|---|
Forward bias (%) | Reverse bias (%) | Average bias (%) | Forward bias (%) | Reverse bias (%) | Average bias (%) | |
First-order features | ||||||
Median | −0.11 | 0.50 | 0.20 | −0.44 | 0.57 | 0.07 |
Mean | 0.01 | 0.46 | 0.24 | −0.27 | 0.57 | 0.15 |
70% quantile | −1.50 | −1.38 | −1.44 | −0.50 | 0.18 | −0.16 |
30% quantile | 1.37 | 2.37 | 1.87 | −0.36 | 1.06 | 0.35 |
Minimum | 3.07 | 3.84 | 3.46 | −3.62 | −2.38 | −3.00 |
Entropy (binned) | −3.86 | −4.37 | −4.12 | −0.26 | −0.02 | −0.14 |
Entropy (unbinned) | −4.30 | −5.24 | −4.77 | 0.95 | 0.27 | 0.61 |
5% quantile | 4.30 | 5.61 | 4.96 | −0.07 | 1.80 | 0.87 |
Fractal features | ||||||
Brownian dimension | −1.15 | −1.42 | −1.29 | −0.09 | −0.55 | −0.32 |
Coarse dimension | −2.34 | −3.09 | −2.72 | −0.06 | −0.88 | −0.47 |
Box-counting dimension | −5.49 | −6.69 | −6.09 | −0.41 | −2.24 | −1.33 |
Laws’ filter features | ||||||
E5L5 entropy | −2.16 | −2.99 | −2.58 | 0.25 | −0.37 | −0.06 |
S5L5 entropy | −3.26 | −4.22 | −3.74 | 0.22 | −1.07 | −0.43 |
R5L5 entropy | −3.53 | −4.65 | −4.09 | −0.74 | −3.47 | −2.11 |
W5L5 entropy | −4.05 | −4.86 | −4.46 | −0.07 | −1.98 | −1.03 |
GLCM features | ||||||
Difference average | 0.19 | 0.25 | 0.22 | −4.12 | −3.92 | −4.02 |
Sum of squares variance | −0.29 | −0.41 | −0.35 | −0.01 | −0.18 | −0.10 |
Sum average | −1.27 | −1.28 | −1.28 | 1.35 | 1.40 | 1.38 |
Sum variance |
−2.52 |
−2.54 |
−2.53 |
2.73 |
2.83 |
2.78 |
Mean average bias | … | … | −1.50 | … | … | −0.37 |
p1 | … | … | … | … | … | 0.15 |
Compared with average bias for demons registration.