1. A method for reducing Nonuniform Rotational Distortion (NURD) in an image, said image comprising a plurality of image vectors, each image vector having texture and each image vector being mapped to an angle in the image, the method comprising: computing an average frequency of the texture for each image vector; estimating an angle for each image vector based on the average frequency for the respective image vector; and remapping each image vector to the estimated angle for the respective image vector.