The correlation property of multi-characteristic function and matrix function is analized in the paper. A new method using dual-lens joint transform to reulize multi-characteristic recognition is proposed. It can be extended for the application of scale-invariant or rotation-invariant pattern recognition. The exper merit shows the results expected.