Abstract: A new method for camera self calibration from uncalibrated images is presented in this paper.With the analysis of the variance of fundmantal matrix expression, a new criterion is obtained to estimate the intrinsic parameters and motion parameters of a camera.The principal point is supposed to be known while it does not affect significantly the 3 D reconstruction, so the computation can be simplified greatly.