Abstract: This paper uses PSO algorithm of a powerful global search capabilities to optimize Fuzzy C-Means clustering（FCM） clustering centers，so effectively avoid the traditional FCM sensitive to initial values，data on noise sensitive，vulnerable to the shortcomings of local optimization.The effect of image segmentation has been improved，the performance of the FCM than translation means more stable.Experimental results show that the method is effective.