This paper represents a design and implementation methodology for the Human Face Recognition based on a system capable of reliable recognition, under reduced constraints with regards to the position and the orientation of the face, as well as the illumination and background of the images, based upon “EigenFaces” using Principal Component Analysis (PCA).