1. A computer implemented method of converting a two-dimensional image into a stereoscopic three-dimensional image, comprising: for each pixel within a right eye image: identifying at least one corresponding pixel from a left eye image and determining a depth and an intensity value for the each pixel within the right eye image using the at least one corresponding pixel, wherein the depth value is stored in a right eye depth map and the intensity value is stored in the right eye image; and inpainting at least one occluded region within the right eye image using the right eye depth map.