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It kind of depends on the gaps, can you produce some examples for us? But in general I would look at something like

• Start by detecting all blobs with findContours.
• Connect blobs that are close together (dilate and erode are useful here), keeping in mind that blobs split vertically should be merged, but horizontally should be left alone, because then you will connect neighboring letters.

Good luck!