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I am working on building extraction using maps. I need to remove roads from the political maps?

I am taking this image as my input and applying thresholding, median Blur and Watershed algorithm to extract buildings.Source Image

After applying Median blur and thresholding I am getting this result Thresh

Median blur helps to remove the text but how to segment out the roads?