An automated system is used for fast human face recognition. The 2DFLD algorithm is tested on the various databases. PCA algorithm is tested on various databases. As the face system is totally non-intrusive, existing security of face recognition system are more effective without bothering the user in any way. The 2DFLD approach is compared with the standard PCA. The 2DFLD is used for recognizing face. In 2DFLD algorithm an optimal subset of features are used that gives a better results than PAC. The 2DFLD algorithm is faster as compare to PCA.