Table 1.
Features initially analysed for breast density segmentation. The different window sizes used when computing each textural feature are indicated
Type | Feature | Window size (in mm) |
---|---|---|
Intensity | Original | |
Corrected | ||
Morphologic | Position x, y | |
Distance to skin | ||
Distance to nipple | ||
Angle to nipple | ||
Texture | Histogram moments 1, 2, 3 | 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88 |
Histogram entropy | 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88 | |
Laplacian moments 1, 2, 3 | 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88 | |
Laplacian homogeneity and entropy | 0.84, 1.96, 4.20, 5.88, 9.80, 14.28, 19.88 | |
Co-occurrence matrices | 1.96, 4.20, 9.80, 11.48, 19.88 | |
Fractal dimension | 1.96, 4.20, 9.80, 11.48, 19.88 | |
Quaternion wavelets | 1.96, 4.20, 9.80, 11.48, 19.88 | |
Local binary patterns | 4.20, 11.48 |