Abstract The characteristics of two parameter CFAR algorithm and K-distribution CFAR algorithm are analyzed. The local window concept of two parameter CFAR is applied to K-distribution CFAR. This method can adapt to the complicated and strong local sea background of SAR imagery and can obtain better results.