1 |
Inhomogeneity correction |
Adjust local brightness to make brightness uniform across field. |
2 |
Sigma filter |
Reduce high-frequency noise. |
3 |
Adaptive histogram equalization and low-pass filter |
Redistribute intensities in image uniformly across full intensity range. |
4 |
Threshold, 70% full range |
Convert to binary image. |
5 |
Mathematical morphology |
Remove very small objects (noise), smooth edges of large objects, open bridges, and close gaps. |
6 |
Subdivide each object |
Separate cells that overlap (Table 2). |
7 |
Sort objects by size |
Objects can be addressed individually. Each object can be used as a mask to the original or processed images. |