The paper applied the Pan-sharpening and Gram-Schmid image fusion methods to fuse the Alos multispectral image and panchromatic band image,and then comparing the results chose the better one for extract the water from the image.Object-oriented information extraction method was used to extract the water bodies,the results found that this method can be adopted for water extraction.