This paper proposes a new approach for image segmentation which utlizes the wavelet transform theory developed recently. It is based on wavelet transform of the histogram of an image. The mathematical analyses show the physical meaning of threshold obtained by this new method treating .Experimental results show that the proposed method robust and efficient for treating various types of comples images and is able to automatically determine the parameters.