1. A method for video stabilization of a video image from a rolling shutter camera, the method comprising the steps of: interpolating a three dimensional row motion of the rolling shutter camera for each image row from an estimated and/or obtained three dimensional frame motion at frame references; and stabilizing the video image by adjusting pixels as a function of the three dimensional row motion obtained in the interpolating step.