Figure 1

An example image (left) and corresponding segmentation ground truth (right) from data set [1]. It can be seen that besides the pixel-wise inhomogeneity within a cell nucleus, some cell nuclei exhibit much lower intensities than the others; and although the background looks generally dark, it is indeed highly inhomogeneous, with some fairly bright areas and also a few noisy regions displaying very high intensities.