In this paper, we propose an automatic contrast enhancement method without input parameters for Arici’s method. Arici’s method has shown a good performance in contrast enhancement. However, Arici’s method has a disadvantage that the method needs manual-parameters for each input image. Experimental results show that the proposed method has similar performance compared with Arici’s method.