Surveillance systems with a plurality of cameras and image processing method thereof are provided. Based on a plurality of images captured by the plurality of cameras, some of the images are translucentized with other images and the other images are stitched with each other according to the space geometrical relations of cameras. The benefit of the surveillance system is that monitoring the field surveilled by each camera is no longer necessary to watch each image separately.