Abstract: Making use of the statistical uncorrelated projection space, a new method of statistically uncorrelated optimal discriminant vectors is presented in this paper based on the maximum scatter difference discriminant criterion. The uncorrelated optimal discri

Key words: Maximum scatter difference criterion, Statistical uncorrelated projection space, Optimal discriminant vectors, Statistically uncorrelation, Feature extraction, Face recognition