Table 2.
Summary of the rule-based algorithms for noise removal
Steps | Location | Area |
---|---|---|
To remove small connected pixel | Anywhere | < 0.005 of image size |
To eliminate clavicle | Near to top: (0 < pixel < 0.35 of r 0) and (minimum row ≤ 0.2 of r 0) | ≥ 0.15 of c 0 |
Right lung: Top-right (0 < pixel < 0.5 of c 0) and (minimum column ≤ 0.25 of c 0) | ||
Left lung: Top-left (0.5 of c 0 < pixel < c 0) and (maximum column ≥ 0.75 of c 0) | ||
To eliminate sides’ artefacts | (region ≤ 0.15 of c 0) | |
Right side: (minimum column ≤ 0.05 of c 0) | ||
Left side: (maximum column ≥ 0.85 of c 0) | ||
To eliminate body artefacts | Near the bottom image’s margins: (minimum row ≥ 0.25 of r 0) and (maximum row ≥ 0.9 of r 0) | ≥ 0.25 of image size |
Right side: (minimum column ≤ 0.05 of c 0) | ||
Left side: (maximum column ≥ 0.95 of c 0) | ||
To eliminate small region after lung outline is formed | Right side: (maximum column < 0.2 of c 0) | ≤ 0.15 of A max |
Left side: (minimum column > 0.8 of c 0) |