1. A method of detecting an orientation angle of an image, said method comprising the steps of: determining image centroid coordinates; obtaining second order moments corresponding to the image and to the image centroid coordinates; and, determining an orientation angle of a principal axis of the image; obtaining the orientation angle of the image from the orientation angle of the principal axis; whereby said method is readily implemented with reduced computational complexity.