GIF straight from the Fourier transform Wikipedia article. Explains the essence of Fourier transforms in an easy to understand way in less than thirty seconds pictorially. Kudos to whoever made this great animation.
source: http://en.wikipedia.org/wiki/File:Fourier_transform_time_and_frequency_domains_(small).gif