How to concatenate the R,G,B channels histograms to single image histogram?

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I have generated superpixels and need to calculate the histogram for the color image.Computed three color channels G=R=B=48*256(48 superpixels and 1-255 range(Uint8 image)). Now I want to concatenate the three channels into one.
For example, pdist(SP1,Sp2,'emd'); How to calculate the distance between two superpixels?

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