Interactive Video Manipulation Using Object Trajectories and Scene Backgrounds
Rajvi Shah, P. J. Narayanan · IEEE Transactions on Circuits and Systems for Video Technology · 2013
Traditional video editing interfaces model and represent videos as a collection of frames against a timeline, which makes the object-centric manipulation of videos a laborious task. We enable a simple and meaningful interaction for object-centric navigation and manipulation of long shot videos by introducing operators on three high-level video semantics: background mosaics, object motions, and camera motions. We estimate the scene background and represent the object motion using 3-D space-time trajectories. We use the 3-D object trajectories as basic interaction elements, and define several object and camera operations as simple and intuitive curve manipulations. These allow users to perform various video object temporal manipulations by interactively manipulating the object trajectories. The camera operations model the camera as a movable and scalable aperture and allow the users to simulate pan, tilt, and zoom effects by creating new camera trajectories. With several example compositions, we demonstrate that our representation and operations allow users to simply and interactively perform numerous seemingly complex, high-level video manipulation tasks.