After using manifold, I get 2 dimensional data, then I can do cluster and label the data. But the question is that how can I reflect this label in raw

I use manifold to analyze image and want to do image segmentation. So my idea is to first use manifold to downsize the dimensions to 2D. In 2D, I can do cluster and label, but how can I put this label in raw image data.