Fig. 8: Segmentation quality of the automated membrane segmentation in the CREMI data set using ilastik.
From: An interactive ImageJ plugin for semi-automated image denoising in electron microscopy

As the noise level in the data increases, the segmentation quality is significantly influenced whereas denoising pre-processing stabilizes (and even improves) the segmentation quality.