Behavioral characteristics of human can be used for the automated recognition system. Example of behavioral characteristic of human is finger prints, iris, palm prints and one of the most important characteristics is human face. Since human face having different head poses can be used for automated recognition system. All though the proposed system is not fully automated, it only compares the nearest common factor or characteristics and gives the result as closed set or open set identification. This paper uses Parametric Linear Subspace Model (PPLS) model for estimating different 3D head poses, Gabor Wavelets for land mark extraction.