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I am using OpenCV + CvBlobs to detect items in an image. I sometimes get results like this:

enter image description here

How can I separate close blobs with low connectivity like the bottom left blob from the top right one ?

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You can label it 4 neighbourhood algoritm or simply use morpohological opening filter.

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I used an erode filter which accomplished what was required.

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