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Region growing from superpixels

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I have an image that has been segmented into superpixels. Now id like to merge / grow similar regions into bigger blobs and I was wondering if anyone can send a link to a paper that discusses the basics of what I am trying to achieve. I have read things like markov / conditional random fields but I don't think they are what I need. Im not trying to label the superpixels. I just want to merge similar ones together.

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