Based on its characteristics, the remote sensing image was enhanced on its fuzzy property domain, then the threshold was selected by use of the entropy concept in gray image. Finally, a comparision with two other threshold selection methods was investigated quantitatively and qualitatively. The experimental results show that this method can segment the object from background precisely and quickly.