In order to detect all kinds of salient object in natural scene, we present a method which combined image edges and contrast information. First, we use fast bilateral filter to smooth image and then detect image edges with line detection template. At the same time, calculate the local and global contrast value on smoothed image. Finally, we combine edge saliency image and contrast saliency image into final saliency map. We provide quantitative evaluation which shows the proposed method outperforms many other state-of-art methods.