MATLAB: Row detection in crops

gisimage processingImage Processing Toolboxrow detection

I am trying to detect rows (as a line) in georeferenced ortophotos. I am able to do it by computing hough transform, but only in images without coordinates and what I need is to extract a georeferenced vector file consisting on the different rows from the images.
Any ideas?
I attach a sample of the image, but if you want the whole ortophoto send me a private message and I can send it to you.
Thanks!

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