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To get only the intersections, just use the Harris corner detector. It will have maximum values in the middle, no matter the line width.
To get the structure, use a morphological skeleton algorithm (it's a kind of adaptive erosion). It's not part of OpenCV if I remember correctly, but you can find some implementations on the web.
