An accelerated surrogate hyperplane Kaczmarz method based on two-dimensional search is proposed ,which generates a new hyperplane by searching for the optimal weighted vector in a two-dimensional subspace. Theoretical analysis provides the convergence rate of the new method. Numerical experiments demonstrate that the new proposed Kaczmarz method is convergent and outperforms the original method in terms of both the number of iterations and computational time.