In this paper，a classification algorithm based on Gabor transformation and clonal selection algorithm for remote sensing image is proposed.The discrete Gabor transformation is employed to process the remote sensing images and the coefficient norm of this transformation is used as the texture features of the images.Then clonal selection algorithm is applied to find the optimal texture features which are the input of classifier.An example is provided to illustrate the advantage of the new algorithm，which gives a better precision and kappa coefficient.