Abstract: Fuzzy clustering image segmentation based on contourlet transform was proposed in this paper.The noise immunity performance of traditional clustering algorithm was improved from another angle by using contourlet transform.The image containing noise was firstly denoised by contourlet transform.Secondly,the denoising image was segmented by clustering algorithm.Experimental results show that better image segmentation result can be obtained by using this new algorithm