This paper explains a method for leveraging the standard video timeline widget as an interactive visualization of image features. An eye-tracking experiment is described with results that indicate that such a widget increases task efficiency without increasing complexity while being easily learned by experiment participants. Categories and Subject Descriptors H.5.1 [Multimedia Information Systems] General Terms Design, Experimentation, Human Factors. Keywords Digital video, user interface.