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Images to test different segmentation algorithms

Hi

I want to know the disadvantages and advantages of different segmentation algorithms like

Otsu's multiple thresholds, kmeans, Expectation maximization, mean shift algorithm, normalized cuts etc.

Can anyone share me the source where I can find all the information about these segmentations. And also I want proper images to demonstrate the advantages and disadvantages of one algorithm with another