As photographers, we are training our eyes to take in the entire scene, often seeing things that non-photographers do. This is exemplified by an experiment looking at the eye movements Canon USA made. The Obsession Experiment is an advert for a printer, but the results are interesting. Check it out! :)
Use this information, and apply it to taking pictures... Try and look at the whole scene and every element in it!