We can use machine learn clustering techniques to do image segmentation, for more details refer to the attached paper.

In consideration of this idea:

What is the best clustering method can be used with noisy images, like US?

Please support your answer with example or reference if possible.

Thanks

http://www.sciencedirect.com/science/article/pii/S1877050915014143

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