An algorithm for self calibration from several views

Richard I. Hartley

Abstract: This paper gives a practical algorithm for the self-calibration of a camera from several views. The method involves non-iterative methods for finding an initial calibration for the camera, followed by least-squares iteration to an optimum solution. At the same time, a scaled Euclidean reconstruction of the scene appearing in the images is computed.<