1. A method for automatically conflating raster data with geospatial data, said method comprising: identifying by a computing device a first set of feature points associated with said raster data; identifying by the computing device a second set of feature points associated with said geospatial data; identifying by the computing device a set of matched control point pairs comprising feature points of said first set of feature points and corresponding feature points of said second set of feature points; deforming at least one of said raster data and said geospatial data to effectively align said set of matched control point pairs; generating a binary map representing said raster data, said binary map comprising a foreground and a background, and wherein said foreground comprises a road layer and non-line components; extracting said road layer from said binary map; and identifying said first set of feature points associated with said raster data using said extracted road layer.