an efficient feature extraction method based on the Kande-Lucas-Tomasi (KLT) using fast independentcomponent analysis (Fast ICA) & Anthropometric Model as the distance measure is proposed. Each face is extractedfacial organs are marked for Anthropometric Model (AM) distance measure.