In this paper

the segmentation is performed on images

which are obtained by the addition of stochastic noise

maximum a posterior （MAP） estimate method

fuzzy C-means method and thresholding method of Otsu. The analysis with contrast is done on their output

and the curves of changing segmentation error with standard variance are drawn. Then the same process is carried out on the noisy images which are filtered with different methods.