In one embodiment, range data is combined with an image in order to create a stereo image from the single collected image. An apparatus receives image data associated with a geographic location and range data associated with the geographic location. The range data may be a point cloud. At least one perspective image is formed based on the image data and the range data. The perspective image has a viewpoint different than single collected image. The apparatus generates a stereo image from the at least one perspective image. The stereo image appears to have depth. The at least one perspective image may include two images, each offset by a distance to estimate eye separation.