1. A method for generating a distortion map that identifies aberrations within an image comprising pixels, the method comprising: generating an error map by comparing a first set of intensity values of a first set of pixels within the image to a second set of intensity values of a second set of pixels within a reference bitmap; generating an initialized distortion map comprising pixels, the initialized distortion map having a height and a width corresponding to the height and the width of the error map; and assigning a plurality of color intensity values to a plurality of pixels within the initialized distortion map, a color intensity value for each pixel within a subset of pixels within the plurality of pixels being based at least partially on an identified aberration of a corresponding pixel in the error map.