The article introduces new mixed kernel functions for support vector machines in pattern recognition. By combining Gaussian and Wavelet functions, as well as Gaussian and Polynomial kernel functions, the researchers found improved time efficiency and accuracy in image recognition tasks. The mixed kernel function of Gaussian and Wavelet function was particularly effective for recognizing more states.