Abstract: Feature extraction is a crucial step for pattern recognition. A nonlinear extraction method was propose＆ The objective function of the proposed method was formed by combining the ideas of locally tangent space alignment （LTSA） and linear discriminant anal

Key words: Face recognition, Nonlinear feature, Feature extraction, SLTSA algorithm