Imaging science has the power to illuminate regions as remote as distant galaxies, and as close to home as our own bodies. Many of the disciplines that can benefit from imaging share common technical problems, yet researchers often develop ad hoc methods for solving individual tasks without building broader frameworks that could address many scientific problems. At the 2010 National Academies Keck Futures Initiative Conference on Imaging Science, researchers from academia, industry, and government formed 14 interdisciplinary teams created to find a common language and structure for developing new technologies, processing and recovering images, mining imaging data, and visualizing it effectively. The teams spent nine hours over two days exploring diverse challenges at the interface of science, engineering, and medicine. NAKFI Seeing the Future with Imaging Science contains the summaries written by each team. These summaries describe the problem and outline the approach taken, including what research needs to be done to understand the fundamental science behind the challenge, the proposed plan for engineering the application, the reasoning that went into it, and the benefits to society of the problem solution.