A technique to add map coordinates and scale to raster data such as aerial imagery, images of scanned paper maps, or any vector datasets missing a spatial reference. In a GIS, the new data is shifted, scaled, and rotated to align with an existing dataset based on observed control points that are visible in both datasets.