Mobile devices with cameras have enough processing power to do simple machine-vision tasks, and we are exploring how this capability can enable new user interfaces to applications. Examples include dialing someone by pointing the camera at the person's photograph, or using the camera as an input to allow navigating virtual spaces larger than the device's screen.