In this paper we give a fast fly over the face image preocessing issue, taking special care to highlight the security related applications. Face detection is the first step for the face recognition systems, posing its own challenges. Face recognition is essentially a classification problem, which can be a large multiclass problem. The emphasis in this paper is the of review the different computational approaches instead of the concrete applications.