A method of identifying the characteristics of an image such as an iris image or other biometric image comprises taking repeated scans across the image and determining the variability between those scans. By taking a sequence of scans, a two-dimensional variation code (70) is built up. This may then be compared with a stored library of similar variation codes to identify the individual.