1. A method of composing an image, the method comprising: capturing a plurality of images; generating a background image with a plurality of stationary objects after aligning the plurality of captured images; selecting a base image from a plurality of aligned images, the base image being selected based on a highest similarity measure with the background image; identifying the at least one moving object in the base image; eliminating the identified at least one moving object from the base image; and composing the base image so that the at least one moving object is eliminated from at least one target region, wherein the at least one target region is selected from remaining images of the plurality of aligned images based on a highest similarity measure with a corresponding at least one region of the background image, and wherein the at least one target region corresponds to the eliminated at least one moving object.