Our PixelScanner software, using image information alone, finds both the extrinsic and intrinsic parameters and outputs a sparse model of the scene. It is also possible to extend the calibration to metric in case it is necessary to make measurements on the final 3D model. Additionally, if GPS information is available, geo-referenced calibration is generated automatically.