Not every visual media production is equally retained in memory. Recent studies have shown that the elements of an image, as well their mutual semantic dependencies, provide a strong clue to whether video clip will be recalled on second viewing or not. We believe short textual descriptions encapsulate most these relationships among video, and thus they represent rich yet concise source informat...