Title :
Trajectory based video object manipulation
Author :
Shah, Rajvi ; Narayanan, P.J.
Author_Institution :
CVIT, IIIT Hyderabad, Hyderabad, India
Abstract :
We propose an object centric representation for easy and intuitive navigation and manipulation of videos. Object centric representation allows a user to directly access and process objects as basic video components. We demonstrate a trajectory based interface and example operations, which allow users to retime, reorder, remove or clone video objects in a ´click and drag´ fashion. This interface is created by extracting object motion information from the video. We use object detection and tracking to obtain spatiotemporal video object tube. The corresponding object motion trajectories are represented in a 3D (x, y, t) grid. Users can navigate and manipulate video objects by scrubbing or manipulating corresponding trajectories. We show some example applications of proposed inter face like object synchronization, saliency magnification, visual effects and composite video creation.
Keywords :
image motion analysis; image representation; object detection; object tracking; video retrieval; video signal processing; click and drag fashion; composite video creation; object centric representation; object detection; object motion information extraction; object motion trajectories; object synchronization; object tracking; saliency magnification; spatiotemporal video object tube; trajectory based interface; trajectory based video object manipulation; video components; visual effects; Electron tubes; Navigation; Object detection; Spatiotemporal phenomena; Three dimensional displays; Tracking; Trajectory; Interactive Video Composition; Motion based Video Representation; Object based Video Access;
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2011.6012069