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 a matrix calculation with an estimated and/or obtained three dimensional frame motion at frame references, said estimated and/or obtained three dimensional frame motion representing a three dimensional motion of the rolling shutter camera; and stabilizing the video image by adjusting pixels to compensate for the three dimensional row motion obtained in the interpolating step.