The pre-processing of the contour tracking is similar to the circle detection of the eyes. Often, the nasal wings have differences in brightness to the surrounding face so that they can be extracted as edges. The result of the Canny-filter is the basis for this method. An algorithm is applied onto the edge image which follows the edges to find contours. The contours that are farthest to the right and left potentially represent the nasal wings.