In this paper, we present image of noise reduction and vibration problems by curvelet method. For particular stereo image and 1D, 2D, 3D, MD (multidimensional) signals in general, the mutation points contain important information that need preservation. By using curvelet transform can make use of the advantages and limit disadvantages of the method. Specialy, enhancing the sustainability base on curvelet transformation and enhance effectiveness of vibration and denoise. The simulation results show the vibration effectiveness of the method when using the impact of PSF to the value of arrays of RMSE values and PSNR to restore the shaked image more efficient than the other tradition methods.
