how to pick component near to other components

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lets say i have 10 componets in binarized image 7 of them are near to each other but 3 are far away.
Is there any way to pick only components near to each other?

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Image Analyst
Image Analyst 2014-12-26
Just find the centroid of everything and then find the distances of all blobs to all other blobs. Examine that to find which are close or far away. Perhaps you might also use kmeans() in the Statistics Toolbox if you know that there will always be two clusters.

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