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Separating overlapping lines in image

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awezmm
awezmm on 13 Jul 2020
Edited: awezmm on 13 Jul 2020
I have lots images with one line or multiple overlapping lines. I want to determine if an image has overlapping lines and then segment the overlapping lines.
Here is an example:
Input
Desired Segmentation (image segmented into 2 lines)
Any suggestions would be greatly appreciated. I'm not sure if this can be done with classical methods or if I would need a machine learning approach. Thanks.

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