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Several steps you could do to improve this

1. Apply a blur filter so that only large general structures are visible.
2. Now do a canny edge detector on this blurred image.
3. Then apply the HoughLinesP operator and remove the small lines by setting a minimum length.

The result will already be much better than expected.