1. A computer implemented method of associating a first face image with a second face image, the method comprising: applying a plurality of feature extractors to a first face image; applying a plurality of feature extractors to a second face image; computing a covariance based similarity measure of the first image and the second face image from extracted features; and providing a similarity measurement of the first face image and the second face image.