1. A computer-implemented method for generating improved mapping information, the method comprising: receiving raster data corresponding to a first mapped area; receiving vector data wherein at least a portion of the vector data corresponds to the first mapped area; identifying a first set of control points from the raster data and the vector data; conflating the vector data with a first conflation process based on the first set of control points to produce conflated vector data; identifying a second set of control points comprising vertices of vector objects included in the vector data and vertices of vector objects included in the conflated vector data; conflating the raster data with a second conflation process based on the second set of control points comprising vertices of vector objects included in the vector data before and after the vector data is conflated; and generating hybrid data from the conflated raster data and vector data.